{ "forecast_id": "to_fcst_20260712_1032", "hazard": "tornado", "issued_at": "2026-07-12T10:32:11Z", "model_version": "tornado_storm_v1_0", "forecast_horizon_hours": 24, "scoring_tier": "tier1_ml", "scoring_tier_label": "ML (pre-trained gradient-boosted trees)", "coherence_source": "hrrr", "n_active_storms": 113, "top_probability": 0.0072, "source_artifacts": [ "/data/live-tornadoes.json", "/data/tornado-storms.geojson" ], "storms": [ { "storm_id": "904791", "lat": 48.4141, "lon": -89.1497, "motion_east": 2.1, "motion_south": 0.6, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0072, "risk_band": "very_high", "ps_tor": 0.0, "ps": 0.0, "mucape": 2439.0, "ebshear": 24.0, "srh01": 173.0, "maxllaz": 0.007, "mesh": 0.68, "flash_rate": 24.0, "top_features": [ { "name": "srh01", "value": 173.0 }, { "name": "hrrr_pwat", "value": 29.4461 }, { "name": "alignment", "value": -3.0879 }, { "name": "tau", "value": 0.8621 }, { "name": "maxllaz", "value": 0.007 } ], "model_scores": { "gbt_prob": 0.5188 }, "coherence_score": 0.8620885014533997, "coherence_diagnostics": { "tau": 0.8620885014533997, "grad_tau": 0.7198933959007263, "torsion": 0.0, "alignment": -3.087909698486328, "S_field": 0.8925707936286926, "Gamma_field": 0.6172624230384827, "S_over_Gamma": 1.4460151195526123, "Da": 39.062591552734375, "E_coh": 0.5813754796981812, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -89.23, 48.55 ], [ -89.2, 48.55 ], [ -89.16, 48.52 ], [ -89.16, 48.46 ], [ -89.12, 48.43 ], [ -89.07, 48.43 ], [ -89.0, 48.48 ], [ -88.96, 48.47 ], [ -88.95, 48.43 ], [ -88.97, 48.39 ], [ -89.04, 48.32 ], [ -89.04, 48.26 ], [ -89.05, 48.25 ], [ -89.08, 48.25 ], [ -89.11, 48.27 ], [ -89.11, 48.32 ], [ -89.15, 48.36 ], [ -89.17, 48.37 ], [ -89.2, 48.37 ], [ -89.21, 48.38 ], [ -89.23, 48.37 ], [ -89.28, 48.37 ], [ -89.31, 48.4 ], [ -89.31, 48.44 ], [ -89.26, 48.48 ], [ -89.26, 48.49 ], [ -89.24, 48.51 ], [ -89.24, 48.54 ], [ -89.23, 48.55 ] ] ] }, "raw_probability": 0.5188, "confidence_lo": 0.007, "confidence_hi": 0.0072, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "e6eb0f5ceb3ce4a9ff1354ddae12b9dfa794f57da29682d4e86201b13d4d171b", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.5188, "probability": 0.007178, "confidence_lo": 0.007046, "confidence_hi": 0.007179, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "8edf1bc9f645acc2f925d72e2b965e7a6f885ed33d2d2ce9229d70dcd3a17a27" }, "receipt_sha256": "8edf1bc9f645acc2f925d72e2b965e7a6f885ed33d2d2ce9229d70dcd3a17a27" }, { "storm_id": "905303", "lat": 48.1867, "lon": -89.4811, "motion_east": 2.3, "motion_south": 0.6, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0072, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 3011.0, "ebshear": 21.0, "srh01": 179.0, "maxllaz": 0.009, "mesh": 0.7, "flash_rate": 4.0, "top_features": [ { "name": "srh01", "value": 179.0 }, { "name": "hrrr_pwat", "value": 30.6961 }, { "name": "alignment", "value": -3.2835 }, { "name": "tau", "value": 1.0384 }, { "name": "maxllaz", "value": 0.009 } ], "model_scores": { "gbt_prob": 0.4668 }, "coherence_score": 1.0383939743041992, "coherence_diagnostics": { "tau": 1.0383939743041992, "grad_tau": 0.8692554831504822, "torsion": 0.0, "alignment": -3.2835052013397217, "S_field": 0.8957462906837463, "Gamma_field": 0.44476234912872314, "S_over_Gamma": 2.013988494873047, "Da": 28.008424758911133, "E_coh": 0.6837220788002014, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -89.52, 48.22 ], [ -89.47, 48.22 ], [ -89.45, 48.21 ], [ -89.44, 48.2 ], [ -89.44, 48.17 ], [ -89.47, 48.14 ], [ -89.5, 48.14 ], [ -89.52, 48.16 ], [ -89.52, 48.22 ] ] ] }, "raw_probability": 0.4668, "confidence_lo": 0.007, "confidence_hi": 0.0072, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "a0c17350d01bf71977b9370aeff73012b13ad461462d547fad46e1dada1b281e", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.4668, "probability": 0.007178, "confidence_lo": 0.007046, "confidence_hi": 0.007179, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f3adb32d9fe8301d93caa00311d1114bf4abd00c3a73a59f267ff1db3b6014d4" }, "receipt_sha256": "f3adb32d9fe8301d93caa00311d1114bf4abd00c3a73a59f267ff1db3b6014d4" }, { "storm_id": "905222", "lat": 48.3777, "lon": -89.4338, "motion_east": 2.2, "motion_south": 0.6, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0072, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 3089.0, "ebshear": 21.0, "srh01": 202.0, "maxllaz": 0.002, "mesh": 0.56, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 202.0 }, { "name": "hrrr_pwat", "value": 30.6961 }, { "name": "alignment", "value": -3.2835 }, { "name": "tau", "value": 1.0384 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.4496 }, "coherence_score": 1.0383939743041992, "coherence_diagnostics": { "tau": 1.0383939743041992, "grad_tau": 0.8692554831504822, "torsion": 0.0, "alignment": -3.2835052013397217, "S_field": 0.8957462906837463, "Gamma_field": 0.44476234912872314, "S_over_Gamma": 2.013988494873047, "Da": 28.008424758911133, "E_coh": 0.6837220788002014, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -89.44, 48.42 ], [ -89.42, 48.42 ], [ -89.38, 48.4 ], [ -89.38, 48.35 ], [ -89.39, 48.34 ], [ -89.41, 48.34 ], [ -89.42, 48.33 ], [ -89.46, 48.33 ], [ -89.49, 48.35 ], [ -89.49, 48.39 ], [ -89.47, 48.41 ], [ -89.45, 48.41 ], [ -89.44, 48.42 ] ] ] }, "raw_probability": 0.4496, "confidence_lo": 0.007, "confidence_hi": 0.0072, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "a3ab564d5f5cbe2fa60ddea39759fa4386c59b91b5b9c357e6e4b990f3d4e3f0", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.4496, "probability": 0.007178, "confidence_lo": 0.007046, "confidence_hi": 0.007179, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5461935a4af2c0b43c5cff7335cae5959735a69dc59b5a0454b6eb7a58b80788" }, "receipt_sha256": "5461935a4af2c0b43c5cff7335cae5959735a69dc59b5a0454b6eb7a58b80788" }, { "storm_id": "905300", "lat": 50.799, "lon": -100.059, "motion_east": 2.7, "motion_south": 0.4, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0072, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 2387.0, "ebshear": 65.0, "srh01": 147.0, "maxllaz": 0.007, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 147.0 }, { "name": "hrrr_pwat", "value": 25.3211 }, { "name": "alignment", "value": 1.8219 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.007 } ], "model_scores": { "gbt_prob": 0.4216 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.4661213755607605, "torsion": 0.0, "alignment": 1.8218536376953125, "S_field": 0.905758261680603, "Gamma_field": 0.8255957365036011, "S_over_Gamma": 1.097096562385559, "Da": 47.31406784057617, "E_coh": 0.5710461139678955, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -100.1, 50.83 ], [ -100.03, 50.83 ], [ -100.01, 50.82 ], [ -100.0, 50.81 ], [ -100.0, 50.77 ], [ -100.03, 50.75 ], [ -100.1, 50.76 ], [ -100.11, 50.77 ], [ -100.11, 50.82 ], [ -100.1, 50.83 ] ] ] }, "raw_probability": 0.4216, "confidence_lo": 0.007, "confidence_hi": 0.0072, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "fbd91084f0f2fb40af381bdff20f910ccf1f953198c51f8170eeba73de565a01", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.4216, "probability": 0.007178, "confidence_lo": 0.007046, "confidence_hi": 0.007179, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "4ebf3ee29534c6fcbada359c5141531b8b75f9ff0452b833d174e2a67b613a11" }, "receipt_sha256": "4ebf3ee29534c6fcbada359c5141531b8b75f9ff0452b833d174e2a67b613a11" }, { "storm_id": "904982", "lat": 37.1297, "lon": -83.2154, "motion_east": 7.8, "motion_south": 0.4, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0071, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 741.0, "ebshear": 29.0, "srh01": 77.0, "maxllaz": 0.002, "mesh": 0.03, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 77.0 }, { "name": "hrrr_pwat", "value": 50.8211 }, { "name": "alignment", "value": 3.3773 }, { "name": "tau", "value": 1.1757 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.4195 }, "coherence_score": 1.1756935119628906, "coherence_diagnostics": { "tau": 1.1756935119628906, "grad_tau": 0.050812847912311554, "torsion": 0.0, "alignment": 3.3772776126861572, "S_field": 0.23128578066825867, "Gamma_field": 0.1705957055091858, "S_over_Gamma": 1.355753779411316, "Da": 10.80797004699707, "E_coh": 0.6086512207984924, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -83.47, 37.26 ], [ -83.3, 37.26 ], [ -83.29, 37.25 ], [ -83.24, 37.25 ], [ -83.22, 37.23 ], [ -83.21, 37.23 ], [ -83.19, 37.2 ], [ -83.17, 37.19 ], [ -83.16, 37.17 ], [ -83.17, 37.12 ], [ -83.15, 37.09 ], [ -83.13, 37.11 ], [ -83.12, 37.11 ], [ -83.1, 37.14 ], [ -83.05, 37.14 ], [ -83.02, 37.11 ], [ -83.02, 37.06 ], [ -83.05, 37.04 ], [ -83.11, 37.04 ], [ -83.12, 37.05 ], [ -83.14, 37.05 ], [ -83.14, 37.07 ], [ -83.15, 37.08 ], [ -83.17, 37.08 ], [ -83.18, 37.07 ], [ -83.18, 37.04 ], [ -83.19, 37.03 ], [ -83.2, 37.04 ], [ -83.19, 37.06 ], [ -83.21, 37.08 ], [ -83.32, 37.08 ], [ -83.36, 37.1 ], [ -83.4, 37.14 ], [ -83.41, 37.14 ], [ -83.48, 37.2 ], [ -83.49, 37.23 ], [ -83.47, 37.26 ] ] ] }, "raw_probability": 0.4195, "confidence_lo": 0.0065, "confidence_hi": 0.0071, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "d1a4ece7d91fd0ca02337b53982e0413e5229da2dfbe26935e1a6a5918ed0604", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.4195, "probability": 0.007081, "confidence_lo": 0.006547, "confidence_hi": 0.007085, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "94ffb79851688cff545b602dbb40b7d8eaecc2e3a9fcec659ba17635e34809db" }, "receipt_sha256": "94ffb79851688cff545b602dbb40b7d8eaecc2e3a9fcec659ba17635e34809db" }, { "storm_id": "905225", "lat": 36.6412, "lon": -83.2288, "motion_east": 8.0, "motion_south": 0.3, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0071, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 585.0, "ebshear": 29.0, "srh01": 99.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 99.0 }, { "name": "hrrr_pwat", "value": 50.8211 }, { "name": "alignment", "value": 3.3773 }, { "name": "tau", "value": 1.1757 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.4163 }, "coherence_score": 1.1756935119628906, "coherence_diagnostics": { "tau": 1.1756935119628906, "grad_tau": 0.050812847912311554, "torsion": 0.0, "alignment": 3.3772776126861572, "S_field": 0.23128578066825867, "Gamma_field": 0.1705957055091858, "S_over_Gamma": 1.355753779411316, "Da": 10.80797004699707, "E_coh": 0.6086512207984924, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -83.24, 36.67 ], [ -83.19, 36.65 ], [ -83.18, 36.63 ], [ -83.21, 36.63 ], [ -83.25, 36.61 ], [ -83.26, 36.62 ], [ -83.26, 36.65 ], [ -83.24, 36.67 ] ] ] }, "raw_probability": 0.4163, "confidence_lo": 0.0065, "confidence_hi": 0.0071, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "45a064720e5d9d03f6090d0eebb8ff603510c6a0e16c4647da5d91e9e03a3821", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.4163, "probability": 0.007052, "confidence_lo": 0.006547, "confidence_hi": 0.007056, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "3c010e3a59fe7a0b185d4fe271202d91e7e8cc1186d5ab2f64cb70fa512a3e20" }, "receipt_sha256": "3c010e3a59fe7a0b185d4fe271202d91e7e8cc1186d5ab2f64cb70fa512a3e20" }, { "storm_id": "904685", "lat": 36.583, "lon": -83.048, "motion_east": 8.2, "motion_south": 0.2, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0071, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 576.0, "ebshear": 29.0, "srh01": 85.0, "maxllaz": 0.004, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 85.0 }, { "name": "hrrr_pwat", "value": 50.8211 }, { "name": "alignment", "value": 3.3773 }, { "name": "tau", "value": 1.1757 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.4121 }, "coherence_score": 1.1756935119628906, "coherence_diagnostics": { "tau": 1.1756935119628906, "grad_tau": 0.050812847912311554, "torsion": 0.0, "alignment": 3.3772776126861572, "S_field": 0.23128578066825867, "Gamma_field": 0.1705957055091858, "S_over_Gamma": 1.355753779411316, "Da": 10.80797004699707, "E_coh": 0.6086512207984924, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -83.08, 36.61 ], [ -83.01, 36.61 ], [ -83.0, 36.6 ], [ -83.01, 36.59 ], [ -83.01, 36.56 ], [ -83.03, 36.54 ], [ -83.08, 36.55 ], [ -83.09, 36.56 ], [ -83.09, 36.6 ], [ -83.08, 36.61 ] ] ] }, "raw_probability": 0.4121, "confidence_lo": 0.0065, "confidence_hi": 0.0071, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "cddba3abf765561b138767db1f3e899d10d1009962b17ee96c692015da3296d8", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.4121, "probability": 0.007052, "confidence_lo": 0.006547, "confidence_hi": 0.007056, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "01bb40eefd428094ccbe82b1ff51fe643e356852bcf728d446316e8ae7972af2" }, "receipt_sha256": "01bb40eefd428094ccbe82b1ff51fe643e356852bcf728d446316e8ae7972af2" }, { "storm_id": "905304", "lat": 48.03, "lon": -89.1967, "motion_east": 2.2, "motion_south": 0.6, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0071, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 3368.0, "ebshear": 30.0, "srh01": 154.0, "maxllaz": 0.001, "mesh": 0.06, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 154.0 }, { "name": "hrrr_pwat", "value": 31.0711 }, { "name": "alignment", "value": -7.3919 }, { "name": "tau", "value": 1.3871 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.4094 }, "coherence_score": 1.3870874643325806, "coherence_diagnostics": { "tau": 1.3870874643325806, "grad_tau": 0.5457095503807068, "torsion": 0.0, "alignment": -7.391925811767578, "S_field": 0.9784577488899231, "Gamma_field": 0.5697623491287231, "S_over_Gamma": 1.717308521270752, "Da": 36.79471969604492, "E_coh": 0.6765769124031067, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -89.22, 48.06 ], [ -89.16, 48.06 ], [ -89.15, 48.05 ], [ -89.16, 48.01 ], [ -89.18, 47.99 ], [ -89.22, 47.99 ], [ -89.23, 48.0 ], [ -89.23, 48.05 ], [ -89.22, 48.06 ] ] ] }, "raw_probability": 0.4094, "confidence_lo": 0.0065, "confidence_hi": 0.0071, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "d6c1e76c3d405304401a10192e37295da742ec42a3ee14a1607bb208d8914f91", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.4094, "probability": 0.007052, "confidence_lo": 0.006547, "confidence_hi": 0.007056, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ef4550b3e29f2e5037980383e47428429ee7ef3e991ed27b37e2dc068d8985d5" }, "receipt_sha256": "ef4550b3e29f2e5037980383e47428429ee7ef3e991ed27b37e2dc068d8985d5" }, { "storm_id": "905241", "lat": 50.8906, "lon": -99.7567, "motion_east": 2.1, "motion_south": 0.6, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0071, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 2393.0, "ebshear": 61.0, "srh01": 127.0, "maxllaz": 0.007, "mesh": 0.12, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 127.0 }, { "name": "hrrr_pwat", "value": 25.3211 }, { "name": "alignment", "value": 1.8219 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.007 } ], "model_scores": { "gbt_prob": 0.4057 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.4661213755607605, "torsion": 0.0, "alignment": 1.8218536376953125, "S_field": 0.905758261680603, "Gamma_field": 0.8255957365036011, "S_over_Gamma": 1.097096562385559, "Da": 47.31406784057617, "E_coh": 0.5710461139678955, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -99.78, 50.96 ], [ -99.67, 50.96 ], [ -99.63, 50.93 ], [ -99.63, 50.9 ], [ -99.64, 50.88 ], [ -99.67, 50.88 ], [ -99.69, 50.87 ], [ -99.71, 50.83 ], [ -99.76, 50.8 ], [ -99.85, 50.8 ], [ -99.89, 50.82 ], [ -99.89, 50.88 ], [ -99.88, 50.89 ], [ -99.8, 50.88 ], [ -99.78, 50.9 ], [ -99.78, 50.94 ], [ -99.79, 50.95 ], [ -99.78, 50.96 ] ] ] }, "raw_probability": 0.4057, "confidence_lo": 0.0065, "confidence_hi": 0.0071, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "1071dc03c37f6289c6dd2e191976ad66ad025099827ecb19802b0d78adb964d9", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.4057, "probability": 0.007052, "confidence_lo": 0.006547, "confidence_hi": 0.007056, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "633de506fe69a270fbe269e7fdf7357620109cedb34b063859c8d9fb1f32e9e3" }, "receipt_sha256": "633de506fe69a270fbe269e7fdf7357620109cedb34b063859c8d9fb1f32e9e3" }, { "storm_id": "905285", "lat": 50.05, "lon": -88.4789, "motion_east": 3.9, "motion_south": 0.1, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0047, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1541.0, "ebshear": 25.0, "srh01": 113.0, "maxllaz": 0.002, "mesh": 0.61, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 113.0 }, { "name": "hrrr_pwat", "value": 31.5711 }, { "name": "alignment", "value": -2.4906 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.3835 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.8620885014533997, "torsion": 0.0, "alignment": -2.4906463623046875, "S_field": 0.6874270439147949, "Gamma_field": 0.49642905592918396, "S_over_Gamma": 1.3847438097000122, "Da": 31.08247947692871, "E_coh": 0.6175631284713745, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -88.46, 50.1 ], [ -88.44, 50.09 ], [ -88.46, 50.06 ], [ -88.46, 50.02 ], [ -88.48, 50.0 ], [ -88.51, 50.0 ], [ -88.52, 50.01 ], [ -88.52, 50.07 ], [ -88.46, 50.1 ] ] ] }, "raw_probability": 0.3835, "confidence_lo": 0.0036, "confidence_hi": 0.0047, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "a479e2948f000e3d371bf7348fae4459a5915dc28eb49e24a801c172eb2b9f1a", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.3835, "probability": 0.004728, "confidence_lo": 0.00355, "confidence_hi": 0.004734, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "114f000b88be640de7a43de33e69df0b30aa0cf4d9d49cdee3a3f7b072d3ba61" }, "receipt_sha256": "114f000b88be640de7a43de33e69df0b30aa0cf4d9d49cdee3a3f7b072d3ba61" }, { "storm_id": "905302", "lat": 50.1244, "lon": -88.2156, "motion_east": 3.9, "motion_south": 0.1, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0042, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1312.0, "ebshear": 25.0, "srh01": 116.0, "maxllaz": 0.001, "mesh": 0.24, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 116.0 }, { "name": "hrrr_pwat", "value": 31.9461 }, { "name": "alignment", "value": 0.1969 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.3773 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.6524219512939453, "torsion": 0.0, "alignment": 0.1968536376953125, "S_field": 0.613138735294342, "Gamma_field": 0.46392905712127686, "S_over_Gamma": 1.3216217756271362, "Da": 29.556859970092773, "E_coh": 0.49657613039016724, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -88.21, 50.16 ], [ -88.18, 50.14 ], [ -88.18, 50.1 ], [ -88.21, 50.08 ], [ -88.23, 50.08 ], [ -88.25, 50.1 ], [ -88.25, 50.15 ], [ -88.22, 50.15 ], [ -88.21, 50.16 ] ] ] }, "raw_probability": 0.3773, "confidence_lo": 0.0034, "confidence_hi": 0.0042, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "f72bdde2941dfd12ec8ba89a722d62f5bd8d64114658087562b04e6f535b0802", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.3773, "probability": 0.004245, "confidence_lo": 0.003449, "confidence_hi": 0.004248, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "891ff8e0981248ebdee8d7f10162fc69af18f6befaed01647740715bc25d8df0" }, "receipt_sha256": "891ff8e0981248ebdee8d7f10162fc69af18f6befaed01647740715bc25d8df0" }, { "storm_id": "904592", "lat": 36.86, "lon": -83.2374, "motion_east": 7.6, "motion_south": 0.5, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0038, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 797.0, "ebshear": 28.0, "srh01": 86.0, "maxllaz": 0.003, "mesh": 0.05, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 86.0 }, { "name": "hrrr_pwat", "value": 50.8211 }, { "name": "alignment", "value": 3.3773 }, { "name": "tau", "value": 1.1757 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.3759 }, "coherence_score": 1.1756935119628906, "coherence_diagnostics": { "tau": 1.1756935119628906, "grad_tau": 0.050812847912311554, "torsion": 0.0, "alignment": 3.3772776126861572, "S_field": 0.23128578066825867, "Gamma_field": 0.1705957055091858, "S_over_Gamma": 1.355753779411316, "Da": 10.80797004699707, "E_coh": 0.6086512207984924, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 4, "geometry": { "type": "Polygon", "coordinates": [ [ [ -83.05, 36.98 ], [ -83.04, 36.98 ], [ -83.03, 36.98 ], [ -83.02, 36.98 ], [ -83.02, 36.97 ], [ -83.02, 36.96 ], [ -83.02, 36.95 ], [ -83.01, 36.94 ], [ -83.0, 36.93 ], [ -82.99, 36.92 ], [ -82.98, 36.92 ], [ -82.99, 36.91 ], [ -83.0, 36.9 ], [ -83.01, 36.89 ], [ -83.01, 36.88 ], [ -83.0, 36.87 ], [ -83.0, 36.86 ], [ -83.01, 36.86 ], [ -83.02, 36.86 ], [ -83.03, 36.86 ], [ -83.04, 36.86 ], [ -83.05, 36.85 ], [ -83.06, 36.84 ], [ -83.07, 36.84 ], [ -83.08, 36.83 ], [ -83.08, 36.82 ], [ -83.09, 36.82 ], [ -83.1, 36.81 ], [ -83.11, 36.82 ], [ -83.12, 36.81 ], [ -83.13, 36.81 ], [ -83.14, 36.81 ], [ -83.15, 36.81 ], [ -83.16, 36.81 ], [ -83.17, 36.81 ], [ -83.18, 36.81 ], [ -83.19, 36.8 ], [ -83.2, 36.79 ], [ -83.2, 36.78 ], [ -83.2, 36.77 ], [ -83.2, 36.76 ], [ -83.2, 36.75 ], [ -83.21, 36.75 ], [ -83.22, 36.74 ], [ -83.23, 36.75 ], [ -83.24, 36.75 ], [ -83.24, 36.76 ], [ -83.24, 36.77 ], [ -83.24, 36.78 ], [ -83.24, 36.79 ], [ -83.23, 36.79 ], [ -83.22, 36.8 ], [ -83.21, 36.8 ], [ -83.2, 36.81 ], [ -83.19, 36.81 ], [ -83.18, 36.81 ], [ -83.17, 36.82 ], [ -83.16, 36.83 ], [ -83.16, 36.84 ], [ -83.16, 36.85 ], [ -83.17, 36.86 ], [ -83.18, 36.86 ], [ -83.19, 36.86 ], [ -83.2, 36.86 ], [ -83.21, 36.87 ], [ -83.22, 36.87 ], [ -83.23, 36.87 ], [ -83.24, 36.87 ], [ -83.25, 36.87 ], [ -83.26, 36.86 ], [ -83.27, 36.85 ], [ -83.28, 36.84 ], [ -83.28, 36.83 ], [ -83.29, 36.83 ], [ -83.3, 36.82 ], [ -83.31, 36.82 ], [ -83.32, 36.81 ], [ -83.33, 36.81 ], [ -83.34, 36.82 ], [ -83.35, 36.82 ], [ -83.36, 36.82 ], [ -83.37, 36.82 ], [ -83.38, 36.82 ], [ -83.39, 36.81 ], [ -83.4, 36.81 ], [ -83.41, 36.81 ], [ -83.42, 36.8 ], [ -83.43, 36.79 ], [ -83.44, 36.78 ], [ -83.45, 36.77 ], [ -83.46, 36.77 ], [ -83.47, 36.76 ], [ -83.48, 36.76 ], [ -83.49, 36.76 ], [ -83.5, 36.76 ], [ -83.51, 36.76 ], [ -83.51, 36.77 ], [ -83.51, 36.78 ], [ -83.51, 36.79 ], [ -83.51, 36.8 ], [ -83.51, 36.81 ], [ -83.51, 36.82 ], [ -83.5, 36.83 ], [ -83.49, 36.83 ], [ -83.48, 36.84 ], [ -83.47, 36.85 ], [ -83.46, 36.85 ], [ -83.45, 36.85 ], [ -83.44, 36.86 ], [ -83.44, 36.87 ], [ -83.44, 36.88 ], [ -83.43, 36.88 ], [ -83.42, 36.88 ], [ -83.41, 36.88 ], [ -83.4, 36.88 ], [ -83.39, 36.89 ], [ -83.38, 36.89 ], [ -83.37, 36.9 ], [ -83.36, 36.9 ], [ -83.35, 36.91 ], [ -83.35, 36.92 ], [ -83.34, 36.93 ], [ -83.33, 36.93 ], [ -83.32, 36.94 ], [ -83.31, 36.94 ], [ -83.3, 36.94 ], [ -83.29, 36.95 ], [ -83.28, 36.95 ], [ -83.27, 36.95 ], [ -83.26, 36.95 ], [ -83.25, 36.96 ], [ -83.24, 36.96 ], [ -83.23, 36.96 ], [ -83.22, 36.95 ], [ -83.21, 36.95 ], [ -83.2, 36.95 ], [ -83.19, 36.95 ], [ -83.18, 36.95 ], [ -83.17, 36.95 ], [ -83.16, 36.94 ], [ -83.15, 36.94 ], [ -83.14, 36.94 ], [ -83.13, 36.94 ], [ -83.12, 36.94 ], [ -83.11, 36.94 ], [ -83.1, 36.94 ], [ -83.09, 36.95 ], [ -83.08, 36.95 ], [ -83.07, 36.95 ], [ -83.06, 36.96 ], [ -83.05, 36.97 ], [ -83.05, 36.98 ] ] ] }, "raw_probability": 0.3759, "confidence_lo": 0.0034, "confidence_hi": 0.0038, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "9f946b81d3cfd44ef48e872c61d8a7e643798030a351eeb08c02b0b686000d07", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.3759, "probability": 0.003832, "confidence_lo": 0.003449, "confidence_hi": 0.003834, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c8c07d2c2793ef98206e5aa63fa04484c584ba3f8acaca459963e45e3d5e25b3" }, "receipt_sha256": "c8c07d2c2793ef98206e5aa63fa04484c584ba3f8acaca459963e45e3d5e25b3" }, { "storm_id": "905210", "lat": 48.7827, "lon": -89.2459, "motion_east": 2.1, "motion_south": 0.6, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0036, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 2948.0, "ebshear": 24.0, "srh01": 153.0, "maxllaz": 0.003, "mesh": 0.62, "flash_rate": 4.0, "top_features": [ { "name": "srh01", "value": 153.0 }, { "name": "hrrr_pwat", "value": 31.5711 }, { "name": "alignment", "value": -2.4906 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.3618 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.8620885014533997, "torsion": 0.0, "alignment": -2.4906463623046875, "S_field": 0.6874270439147949, "Gamma_field": 0.49642905592918396, "S_over_Gamma": 1.3847438097000122, "Da": 31.08247947692871, "E_coh": 0.6175631284713745, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -89.21, 48.86 ], [ -89.19, 48.86 ], [ -89.18, 48.85 ], [ -89.18, 48.78 ], [ -89.16, 48.75 ], [ -89.17, 48.74 ], [ -89.17, 48.7 ], [ -89.19, 48.69 ], [ -89.24, 48.69 ], [ -89.26, 48.7 ], [ -89.27, 48.72 ], [ -89.28, 48.72 ], [ -89.28, 48.74 ], [ -89.31, 48.77 ], [ -89.31, 48.78 ], [ -89.34, 48.8 ], [ -89.34, 48.82 ], [ -89.31, 48.85 ], [ -89.3, 48.84 ], [ -89.29, 48.85 ], [ -89.22, 48.85 ], [ -89.21, 48.86 ] ] ] }, "raw_probability": 0.3618, "confidence_lo": 0.0034, "confidence_hi": 0.0036, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "f9f1d4f49ae7aebfc9921f771950952fcb3eacaeebc88f0589b0ca6dd396fb2b", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.3618, "probability": 0.003566, "confidence_lo": 0.003449, "confidence_hi": 0.003566, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ab01c6efabc3f34ce9481df0252923d0ec16556299c56aa5af248e1d95354131" }, "receipt_sha256": "ab01c6efabc3f34ce9481df0252923d0ec16556299c56aa5af248e1d95354131" }, { "storm_id": "904819", "lat": 29.1933, "lon": -91.3125, "motion_east": 4.1, "motion_south": -4.0, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0036, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1971.0, "ebshear": 14.0, "srh01": 79.0, "maxllaz": 0.003, "mesh": 0.1, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 79.0 }, { "name": "hrrr_pwat", "value": 54.9461 }, { "name": "alignment", "value": -2.3108 }, { "name": "tau", "value": 3.5598 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.3434 }, "coherence_score": 3.5597729682922363, "coherence_diagnostics": { "tau": 3.5597729682922363, "grad_tau": 0.3830566108226776, "torsion": 0.0, "alignment": -2.31075119972229, "S_field": 1.140638828277588, "Gamma_field": 0.19809569418430328, "S_over_Gamma": 5.75801944732666, "Da": 11.756845474243164, "E_coh": 0.956129252910614, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -91.35, 29.27 ], [ -91.31, 29.27 ], [ -91.29, 29.26 ], [ -91.27, 29.22 ], [ -91.23, 29.17 ], [ -91.27, 29.09 ], [ -91.3, 29.09 ], [ -91.33, 29.12 ], [ -91.33, 29.13 ], [ -91.36, 29.17 ], [ -91.36, 29.26 ], [ -91.35, 29.27 ] ] ] }, "raw_probability": 0.3434, "confidence_lo": 0.0034, "confidence_hi": 0.0036, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "8f699fa2875d33bf4ad45f2ec2d3727dbfa8ece64b63d4b6a0cf46255c317b5d", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.3434, "probability": 0.003566, "confidence_lo": 0.003449, "confidence_hi": 0.003566, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "cf137cc308be1af8dd3f60684ad22b2c57a40a3769cd4f427bca9587b98c6f9c" }, "receipt_sha256": "cf137cc308be1af8dd3f60684ad22b2c57a40a3769cd4f427bca9587b98c6f9c" }, { "storm_id": "904539", "lat": 33.5942, "lon": -87.2932, "motion_east": 7.8, "motion_south": -1.0, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0036, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1082.0, "ebshear": 10.0, "srh01": 104.0, "maxllaz": 0.003, "mesh": 0.1, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 104.0 }, { "name": "hrrr_pwat", "value": 48.5711 }, { "name": "alignment", "value": -1.1226 }, { "name": "tau", "value": 0.9749 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.3251 }, "coherence_score": 0.9748797416687012, "coherence_diagnostics": { "tau": 0.9748797416687012, "grad_tau": 0.16767024993896484, "torsion": 0.0, "alignment": -1.1226043701171875, "S_field": 0.48361271619796753, "Gamma_field": 0.45892903208732605, "S_over_Gamma": 1.0537854433059692, "Da": 28.788984298706055, "E_coh": 0.6613417863845825, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 4, "geometry": { "type": "Polygon", "coordinates": [ [ [ -87.27, 33.68 ], [ -87.22, 33.68 ], [ -87.2, 33.66 ], [ -87.19, 33.64 ], [ -87.19, 33.56 ], [ -87.21, 33.55 ], [ -87.27, 33.56 ], [ -87.32, 33.52 ], [ -87.34, 33.52 ], [ -87.35, 33.51 ], [ -87.39, 33.51 ], [ -87.4, 33.53 ], [ -87.38, 33.57 ], [ -87.36, 33.59 ], [ -87.34, 33.59 ], [ -87.3, 33.63 ], [ -87.3, 33.64 ], [ -87.27, 33.67 ], [ -87.27, 33.68 ] ] ] }, "raw_probability": 0.3251, "confidence_lo": 0.0034, "confidence_hi": 0.0036, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "9e0c2f7f209a9a3c38d10ce6c0f738f8dd7e268f8e0fa1b3900b8360976263b7", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.3251, "probability": 0.003566, "confidence_lo": 0.003449, "confidence_hi": 0.003566, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "31754e89735613119f88f8ade6a9d21cd91dca7abd72c6717e3e54cc21a238c8" }, "receipt_sha256": "31754e89735613119f88f8ade6a9d21cd91dca7abd72c6717e3e54cc21a238c8" }, { "storm_id": "905141", "lat": 29.0222, "lon": -91.1933, "motion_east": 4.1, "motion_south": -3.0, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0036, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 2234.0, "ebshear": 16.0, "srh01": 91.0, "maxllaz": 0.002, "mesh": 0.12, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 91.0 }, { "name": "hrrr_pwat", "value": 54.9461 }, { "name": "alignment", "value": -2.3108 }, { "name": "tau", "value": 3.5598 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.3014 }, "coherence_score": 3.5597729682922363, "coherence_diagnostics": { "tau": 3.5597729682922363, "grad_tau": 0.3830566108226776, "torsion": 0.0, "alignment": -2.31075119972229, "S_field": 1.140638828277588, "Gamma_field": 0.19809569418430328, "S_over_Gamma": 5.75801944732666, "Da": 11.756845474243164, "E_coh": 0.956129252910614, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -91.21, 29.06 ], [ -91.19, 29.06 ], [ -91.15, 29.02 ], [ -91.15, 29.0 ], [ -91.17, 28.98 ], [ -91.2, 28.98 ], [ -91.23, 29.0 ], [ -91.23, 29.04 ], [ -91.21, 29.06 ] ] ] }, "raw_probability": 0.3014, "confidence_lo": 0.0034, "confidence_hi": 0.0036, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "53c8b5b9832562d2512869fa400e244a95d0da65f4d2ea0419863f8bd5fd485a", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.3014, "probability": 0.003566, "confidence_lo": 0.003449, "confidence_hi": 0.003566, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "9fdd3e1ff7da5b5c6ac921321ff2137ab14e8e50e7e3232d47d628da9576c908" }, "receipt_sha256": "9fdd3e1ff7da5b5c6ac921321ff2137ab14e8e50e7e3232d47d628da9576c908" }, { "storm_id": "904933", "lat": 29.892, "lon": -92.7773, "motion_east": 1.9, "motion_south": 0.3, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0036, "risk_band": "high", "ps_tor": 0.0, "ps": 0.0, "mucape": 1339.0, "ebshear": 18.0, "srh01": 71.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 71.0 }, { "name": "hrrr_pwat", "value": 56.1961 }, { "name": "alignment", "value": -5.9481 }, { "name": "tau", "value": 3.0218 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.301 }, "coherence_score": 3.021826982498169, "coherence_diagnostics": { "tau": 3.021826982498169, "grad_tau": 0.4504164159297943, "torsion": 0.0, "alignment": -5.948092460632324, "S_field": 0.7404735088348389, "Gamma_field": 0.23726238310337067, "S_over_Gamma": 3.120905637741089, "Da": 14.446076393127441, "E_coh": 0.8745250701904297, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -92.58, 30.15 ], [ -92.52, 30.15 ], [ -92.48, 30.13 ], [ -92.46, 30.11 ], [ -92.44, 30.07 ], [ -92.44, 30.01 ], [ -92.45, 30.01 ], [ -92.48, 29.98 ], [ -92.48, 29.95 ], [ -92.5, 29.94 ], [ -92.52, 29.92 ], [ -92.52, 29.91 ], [ -92.56, 29.9 ], [ -92.59, 29.87 ], [ -92.59, 29.82 ], [ -92.6, 29.81 ], [ -92.6, 29.79 ], [ -92.63, 29.76 ], [ -92.63, 29.75 ], [ -92.64, 29.75 ], [ -92.65, 29.73 ], [ -92.68, 29.71 ], [ -92.77, 29.71 ], [ -92.8, 29.67 ], [ -92.9, 29.67 ], [ -92.96, 29.64 ], [ -93.03, 29.64 ], [ -93.05, 29.65 ], [ -93.06, 29.66 ], [ -93.06, 29.7 ], [ -93.05, 29.71 ], [ -93.01, 29.72 ], [ -92.98, 29.75 ], [ -92.97, 29.8 ], [ -92.99, 29.82 ], [ -93.01, 29.82 ], [ -93.02, 29.81 ], [ -93.09, 29.8 ], [ -93.11, 29.78 ], [ -93.13, 29.8 ], [ -93.1, 29.84 ], [ -93.09, 29.87 ], [ -93.05, 29.91 ], [ -92.97, 29.94 ], [ -92.94, 29.98 ], [ -92.94, 29.99 ], [ -92.86, 30.07 ], [ -92.85, 30.09 ], [ -92.81, 30.11 ], [ -92.77, 30.1 ], [ -92.76, 30.09 ], [ -92.75, 30.1 ], [ -92.71, 30.1 ], [ -92.68, 30.12 ], [ -92.64, 30.12 ], [ -92.58, 30.15 ] ] ] }, "raw_probability": 0.301, "confidence_lo": 0.0034, "confidence_hi": 0.0036, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "4b79ec0b5f5b0d7a1dc737d6705ff9bf7ddcb6fc92234bb82803ef47a9830ad4", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.301, "probability": 0.003566, "confidence_lo": 0.003449, "confidence_hi": 0.003566, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "2d3186f6685e7d6f06649a0a68670bb364ac5ea518b4cca70fb2b294ced67482" }, "receipt_sha256": "2d3186f6685e7d6f06649a0a68670bb364ac5ea518b4cca70fb2b294ced67482" }, { "storm_id": "905320", "lat": 29.6556, "lon": -93.3522, "motion_east": 2.1, "motion_south": 0.3, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.003, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2089.0, "ebshear": 14.0, "srh01": 80.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 80.0 }, { "name": "hrrr_pwat", "value": 54.0711 }, { "name": "alignment", "value": -7.0606 }, { "name": "tau", "value": 2.875 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.2889 }, "coherence_score": 2.874967098236084, "coherence_diagnostics": { "tau": 2.874967098236084, "grad_tau": 0.3729603588581085, "torsion": 0.0, "alignment": -7.060564041137695, "S_field": 0.5183525681495667, "Gamma_field": 0.25142902135849, "S_over_Gamma": 2.0616259574890137, "Da": 14.880875587463379, "E_coh": 0.7815079689025879, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -93.38, 29.69 ], [ -93.33, 29.69 ], [ -93.31, 29.65 ], [ -93.31, 29.62 ], [ -93.36, 29.62 ], [ -93.37, 29.63 ], [ -93.37, 29.65 ], [ -93.36, 29.66 ], [ -93.38, 29.69 ] ] ] }, "raw_probability": 0.2889, "confidence_lo": 0.0027, "confidence_hi": 0.003, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "bb984ad735b35ffe601d162fb64e545eb40ca05b090d8d5ec39aff6574d0e1af", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.2889, "probability": 0.002981, "confidence_lo": 0.002687, "confidence_hi": 0.002982, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "65961afd0381eef9944d53e77dd3c4dc6934588e381aa36d9ed23eaf86bc28ab" }, "receipt_sha256": "65961afd0381eef9944d53e77dd3c4dc6934588e381aa36d9ed23eaf86bc28ab" }, { "storm_id": "905120", "lat": 50.1895, "lon": -86.9714, "motion_east": 3.9, "motion_south": 0.1, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0027, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 832.0, "ebshear": 25.0, "srh01": 157.0, "maxllaz": 0.003, "mesh": 1.36, "flash_rate": 10.0, "top_features": [ { "name": "srh01", "value": 157.0 }, { "name": "hrrr_pwat", "value": 32.9461 }, { "name": "alignment", "value": 0.2594 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.2476 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.4809718728065491, "torsion": 0.0, "alignment": 0.2593536376953125, "S_field": 0.4727303981781006, "Gamma_field": 0.5647623538970947, "S_over_Gamma": 0.837043046951294, "Da": 36.2054557800293, "E_coh": 0.2810005843639374, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -87.12, 50.26 ], [ -87.07, 50.26 ], [ -87.03, 50.22 ], [ -86.95, 50.22 ], [ -86.94, 50.23 ], [ -86.92, 50.21 ], [ -86.85, 50.21 ], [ -86.83, 50.22 ], [ -86.82, 50.21 ], [ -86.82, 50.16 ], [ -86.83, 50.15 ], [ -86.88, 50.15 ], [ -86.91, 50.13 ], [ -86.95, 50.13 ], [ -86.96, 50.12 ], [ -86.97, 50.13 ], [ -87.07, 50.13 ], [ -87.09, 50.14 ], [ -87.14, 50.19 ], [ -87.13, 50.25 ], [ -87.12, 50.26 ] ] ] }, "raw_probability": 0.2476, "confidence_lo": 0.0026, "confidence_hi": 0.0027, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "c7c4196cb7075e50a10fd4a2de591734085dc551d36fe3ae36edd2739ceb5252", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.2476, "probability": 0.002733, "confidence_lo": 0.002554, "confidence_hi": 0.002734, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "6d7f7bd76c2322856ac64dc6ca1d17911ee2d4b7943286ac0cf4ba59e6e9b563" }, "receipt_sha256": "6d7f7bd76c2322856ac64dc6ca1d17911ee2d4b7943286ac0cf4ba59e6e9b563" }, { "storm_id": "903952", "lat": 30.167, "lon": -90.7535, "motion_east": 2.1, "motion_south": -3.0, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0022, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1177.0, "ebshear": 12.0, "srh01": 47.0, "maxllaz": 0.003, "mesh": 0.12, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 47.0 }, { "name": "hrrr_pwat", "value": 58.4461 }, { "name": "alignment", "value": -8.0389 }, { "name": "tau", "value": 2.841 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.2026 }, "coherence_score": 2.8409998416900635, "coherence_diagnostics": { "tau": 2.8409998416900635, "grad_tau": 0.399059921503067, "torsion": 0.0, "alignment": -8.038941383361816, "S_field": 1.4548951387405396, "Gamma_field": 0.1705957055091858, "S_over_Gamma": 8.528322219848633, "Da": 10.82185173034668, "E_coh": 0.8487746715545654, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 6, "geometry": { "type": "Polygon", "coordinates": [ [ [ -90.79, 30.22 ], [ -90.77, 30.21 ], [ -90.76, 30.22 ], [ -90.74, 30.22 ], [ -90.72, 30.2 ], [ -90.7, 30.2 ], [ -90.7, 30.19 ], [ -90.68, 30.18 ], [ -90.68, 30.14 ], [ -90.69, 30.12 ], [ -90.74, 30.08 ], [ -90.79, 30.08 ], [ -90.79, 30.11 ], [ -90.8, 30.12 ], [ -90.79, 30.13 ], [ -90.79, 30.15 ], [ -90.77, 30.17 ], [ -90.78, 30.19 ], [ -90.8, 30.19 ], [ -90.79, 30.22 ] ] ] }, "raw_probability": 0.2026, "confidence_lo": 0.0022, "confidence_hi": 0.0022, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "c29e024829a834b66a0c79d326d5509fd790cb666ba66499915fd03cb60cd7b4", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.2026, "probability": 0.002234, "confidence_lo": 0.002202, "confidence_hi": 0.002234, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "1fd2b0aec85f7e9b7b49dfb6dd7915a335e8131b1d167444675e519f3c6af748" }, "receipt_sha256": "1fd2b0aec85f7e9b7b49dfb6dd7915a335e8131b1d167444675e519f3c6af748" }, { "storm_id": "904581", "lat": 28.7525, "lon": -93.2362, "motion_east": 2.2, "motion_south": -4.0, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0022, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 3760.0, "ebshear": 14.0, "srh01": 4.0, "maxllaz": 0.002, "mesh": 0.07, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 4.0 }, { "name": "hrrr_pwat", "value": 52.6961 }, { "name": "alignment", "value": -5.807 }, { "name": "tau", "value": 3.28 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.2007 }, "coherence_score": 3.280010938644409, "coherence_diagnostics": { "tau": 3.280010938644409, "grad_tau": 0.3610403537750244, "torsion": 0.0, "alignment": -5.807004451751709, "S_field": 0.7885213494300842, "Gamma_field": 0.17726236581802368, "S_over_Gamma": 4.448328971862793, "Da": 10.438705444335938, "E_coh": 0.8721044063568115, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 4, "geometry": { "type": "Polygon", "coordinates": [ [ [ -93.25, 28.78 ], [ -93.2, 28.78 ], [ -93.2, 28.74 ], [ -93.22, 28.72 ], [ -93.25, 28.72 ], [ -93.26, 28.73 ], [ -93.26, 28.77 ], [ -93.25, 28.78 ] ] ] }, "raw_probability": 0.2007, "confidence_lo": 0.0022, "confidence_hi": 0.0022, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "c5dd257380600f8e198b96fa11f1e9d6c97f35cf5b1db4e22448effd73327442", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.2007, "probability": 0.002234, "confidence_lo": 0.002202, "confidence_hi": 0.002234, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ab1d38d6f636a0e580faf402f9ac7686012cfc8133d65467b489d45df2004037" }, "receipt_sha256": "ab1d38d6f636a0e580faf402f9ac7686012cfc8133d65467b489d45df2004037" }, { "storm_id": "904949", "lat": 28.8287, "lon": -94.2413, "motion_east": 3.9, "motion_south": 0.1, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0022, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2920.0, "ebshear": 13.0, "srh01": 24.0, "maxllaz": 0.002, "mesh": 0.09, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 24.0 }, { "name": "hrrr_pwat", "value": 50.5711 }, { "name": "alignment", "value": -4.2419 }, { "name": "tau", "value": 3.054 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.2005 }, "coherence_score": 3.0540294647216797, "coherence_diagnostics": { "tau": 3.0540294647216797, "grad_tau": 0.38647544384002686, "torsion": 0.0, "alignment": -4.2419233322143555, "S_field": 1.032025933265686, "Gamma_field": 0.19059570133686066, "S_over_Gamma": 5.414738655090332, "Da": 11.600662231445312, "E_coh": 0.9304506182670593, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -94.23, 28.88 ], [ -94.21, 28.85 ], [ -94.21, 28.8 ], [ -94.23, 28.78 ], [ -94.25, 28.78 ], [ -94.28, 28.81 ], [ -94.29, 28.85 ], [ -94.23, 28.88 ] ] ] }, "raw_probability": 0.2005, "confidence_lo": 0.0022, "confidence_hi": 0.0022, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "8df921e103cf2036e7ae0c69ca25c1198bed1c135144087d74815eda2cf3ec9f", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.2005, "probability": 0.002234, "confidence_lo": 0.002202, "confidence_hi": 0.002234, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "32cff6b31c3110b59eeb7b2502f976d752960e7f30ff3e6bbfa82c8440f09036" }, "receipt_sha256": "32cff6b31c3110b59eeb7b2502f976d752960e7f30ff3e6bbfa82c8440f09036" }, { "storm_id": "905079", "lat": 29.3823, "lon": -92.8046, "motion_east": 2.7, "motion_south": -1.0, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0022, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2967.0, "ebshear": 20.0, "srh01": 56.0, "maxllaz": 0.005, "mesh": 0.05, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 56.0 }, { "name": "hrrr_pwat", "value": 56.1961 }, { "name": "alignment", "value": -5.9481 }, { "name": "tau", "value": 3.0218 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.2004 }, "coherence_score": 3.021826982498169, "coherence_diagnostics": { "tau": 3.021826982498169, "grad_tau": 0.4504164159297943, "torsion": 0.0, "alignment": -5.948092460632324, "S_field": 0.7404735088348389, "Gamma_field": 0.23726238310337067, "S_over_Gamma": 3.120905637741089, "Da": 14.446076393127441, "E_coh": 0.8745250701904297, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -92.83, 29.42 ], [ -92.79, 29.42 ], [ -92.77, 29.41 ], [ -92.75, 29.39 ], [ -92.75, 29.38 ], [ -92.77, 29.36 ], [ -92.79, 29.36 ], [ -92.8, 29.35 ], [ -92.84, 29.34 ], [ -92.85, 29.35 ], [ -92.84, 29.37 ], [ -92.85, 29.4 ], [ -92.83, 29.42 ] ] ] }, "raw_probability": 0.2004, "confidence_lo": 0.0022, "confidence_hi": 0.0022, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "326c6fbc9e6f44b4c682106aad52257536e26a59e73e29d9181a30e06ffeacbd", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.2004, "probability": 0.002234, "confidence_lo": 0.002202, "confidence_hi": 0.002234, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "1d055e7ccd3dc884a0e85661e2d1522cce141b0c27fbc1de81d160950b2e20bb" }, "receipt_sha256": "1d055e7ccd3dc884a0e85661e2d1522cce141b0c27fbc1de81d160950b2e20bb" }, { "storm_id": "904968", "lat": 29.6971, "lon": -91.2029, "motion_east": 4.1, "motion_south": -3.0, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0022, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1408.0, "ebshear": 15.0, "srh01": 28.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 28.0 }, { "name": "hrrr_pwat", "value": 56.8211 }, { "name": "alignment", "value": -5.1727 }, { "name": "tau", "value": 3.0108 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.199 }, "coherence_score": 3.0108304023742676, "coherence_diagnostics": { "tau": 3.0108304023742676, "grad_tau": 0.46047961711883545, "torsion": 0.0, "alignment": -5.172728538513184, "S_field": 0.45398804545402527, "Gamma_field": 0.26226237416267395, "S_over_Gamma": 1.7310452461242676, "Da": 15.500489234924316, "E_coh": 0.7447945475578308, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -91.22, 29.73 ], [ -91.21, 29.72 ], [ -91.18, 29.72 ], [ -91.17, 29.73 ], [ -91.15, 29.71 ], [ -91.15, 29.7 ], [ -91.17, 29.67 ], [ -91.18, 29.68 ], [ -91.21, 29.65 ], [ -91.25, 29.64 ], [ -91.27, 29.67 ], [ -91.23, 29.69 ], [ -91.23, 29.72 ], [ -91.22, 29.73 ] ] ] }, "raw_probability": 0.199, "confidence_lo": 0.0022, "confidence_hi": 0.0022, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "6bc0ba964b3f96855aa1bf7ba6a236d08a0011d806f24320dce02c2c9ff9052c", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.199, "probability": 0.002234, "confidence_lo": 0.002202, "confidence_hi": 0.002234, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "281b4722c51d2749d91445b91f2fadcc1303d3e02b3372399d73959fa86fc78a" }, "receipt_sha256": "281b4722c51d2749d91445b91f2fadcc1303d3e02b3372399d73959fa86fc78a" }, { "storm_id": "905292", "lat": 34.49, "lon": -74.1208, "motion_east": 3.9, "motion_south": 0.1, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0022, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1522.0, "ebshear": 23.0, "srh01": 79.0, "maxllaz": 0.0, "mesh": 0.2, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 79.0 }, { "name": "hrrr_pwat", "value": 48.6961 }, { "name": "alignment", "value": 5.5879 }, { "name": "tau", "value": 1.6836 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.1953 }, "coherence_score": 1.6835819482803345, "coherence_diagnostics": { "tau": 1.6835819482803345, "grad_tau": 0.47105926275253296, "torsion": 0.0, "alignment": 5.587942123413086, "S_field": 0.4672652781009674, "Gamma_field": 0.3614290654659271, "S_over_Gamma": 1.2928270101547241, "Da": 21.411453247070312, "E_coh": 0.9197413921356201, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -74.15, 34.54 ], [ -74.1, 34.54 ], [ -74.06, 34.52 ], [ -74.06, 34.46 ], [ -74.07, 34.44 ], [ -74.11, 34.44 ], [ -74.13, 34.43 ], [ -74.15, 34.45 ], [ -74.15, 34.49 ], [ -74.16, 34.5 ], [ -74.16, 34.53 ], [ -74.15, 34.54 ] ] ] }, "raw_probability": 0.1953, "confidence_lo": 0.0022, "confidence_hi": 0.0022, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "3bbf5a2a59101b41e8600f2b0c714347b05f3650e34e80853bd9d0fd4472162c", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.1953, "probability": 0.002234, "confidence_lo": 0.002202, "confidence_hi": 0.002234, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "25be7a1fb8577368dc0b58416ab5da1ffcbbc36e096952ef9b03ed8a808c63ef" }, "receipt_sha256": "25be7a1fb8577368dc0b58416ab5da1ffcbbc36e096952ef9b03ed8a808c63ef" }, { "storm_id": "904747", "lat": 29.3823, "lon": -91.4731, "motion_east": 4.0, "motion_south": -4.0, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0022, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1682.0, "ebshear": 12.0, "srh01": 27.0, "maxllaz": 0.002, "mesh": 0.17, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 27.0 }, { "name": "hrrr_pwat", "value": 56.8211 }, { "name": "alignment", "value": -5.1727 }, { "name": "tau", "value": 3.0108 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.1916 }, "coherence_score": 3.0108304023742676, "coherence_diagnostics": { "tau": 3.0108304023742676, "grad_tau": 0.46047961711883545, "torsion": 0.0, "alignment": -5.172728538513184, "S_field": 0.45398804545402527, "Gamma_field": 0.26226237416267395, "S_over_Gamma": 1.7310452461242676, "Da": 15.500489234924316, "E_coh": 0.7447945475578308, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -91.48, 29.43 ], [ -91.45, 29.43 ], [ -91.43, 29.42 ], [ -91.42, 29.41 ], [ -91.42, 29.37 ], [ -91.44, 29.35 ], [ -91.47, 29.35 ], [ -91.48, 29.34 ], [ -91.51, 29.35 ], [ -91.53, 29.34 ], [ -91.52, 29.35 ], [ -91.52, 29.4 ], [ -91.48, 29.43 ] ] ] }, "raw_probability": 0.1916, "confidence_lo": 0.0022, "confidence_hi": 0.0022, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "d914f12407df631978838044f57366679d4807ba375880715b8425c80c1b34c5", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.1916, "probability": 0.002234, "confidence_lo": 0.002202, "confidence_hi": 0.002234, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "69b00e7917282ff3d961cc775130fd4d870b3f0c52dabf486e4b957b64fd9d24" }, "receipt_sha256": "69b00e7917282ff3d961cc775130fd4d870b3f0c52dabf486e4b957b64fd9d24" }, { "storm_id": "905134", "lat": 33.5158, "lon": -88.2994, "motion_east": 7.1, "motion_south": 0.0, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0022, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1332.0, "ebshear": 13.0, "srh01": 77.0, "maxllaz": 0.003, "mesh": 0.05, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 77.0 }, { "name": "hrrr_pwat", "value": 47.6961 }, { "name": "alignment", "value": -0.8964 }, { "name": "tau", "value": 0.9272 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.1898 }, "coherence_score": 0.9271622896194458, "coherence_diagnostics": { "tau": 0.9271622896194458, "grad_tau": 0.20516803860664368, "torsion": 0.0, "alignment": -0.8964032530784607, "S_field": 0.34999004006385803, "Gamma_field": 0.5655956864356995, "S_over_Gamma": 0.6187989711761475, "Da": 36.340450286865234, "E_coh": 0.5445848107337952, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -88.19, 33.61 ], [ -88.17, 33.61 ], [ -88.14, 33.59 ], [ -88.14, 33.57 ], [ -88.16, 33.55 ], [ -88.16, 33.52 ], [ -88.19, 33.52 ], [ -88.23, 33.5 ], [ -88.24, 33.53 ], [ -88.26, 33.54 ], [ -88.27, 33.53 ], [ -88.25, 33.5 ], [ -88.26, 33.5 ], [ -88.28, 33.48 ], [ -88.3, 33.44 ], [ -88.31, 33.44 ], [ -88.32, 33.42 ], [ -88.36, 33.39 ], [ -88.37, 33.39 ], [ -88.37, 33.41 ], [ -88.39, 33.43 ], [ -88.41, 33.43 ], [ -88.44, 33.46 ], [ -88.47, 33.47 ], [ -88.5, 33.5 ], [ -88.5, 33.54 ], [ -88.48, 33.57 ], [ -88.42, 33.57 ], [ -88.41, 33.56 ], [ -88.32, 33.56 ], [ -88.31, 33.55 ], [ -88.26, 33.55 ], [ -88.24, 33.57 ], [ -88.24, 33.58 ], [ -88.23, 33.58 ], [ -88.19, 33.61 ] ] ] }, "raw_probability": 0.1898, "confidence_lo": 0.0022, "confidence_hi": 0.0022, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "c2412eaeff7cacad93c2f9535ab445206e7365f3b19bec15165bba35d2660f32", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.1898, "probability": 0.002234, "confidence_lo": 0.002202, "confidence_hi": 0.002234, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "837fa6e28354b1d74bbfb25a516830e5979a5837e5607ce933c716ce0379c582" }, "receipt_sha256": "837fa6e28354b1d74bbfb25a516830e5979a5837e5607ce933c716ce0379c582" }, { "storm_id": "905254", "lat": 28.9082, "lon": -90.9827, "motion_east": 4.1, "motion_south": -3.0, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0022, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2088.0, "ebshear": 11.0, "srh01": 37.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 37.0 }, { "name": "hrrr_pwat", "value": 55.3211 }, { "name": "alignment", "value": -2.6277 }, { "name": "tau", "value": 3.4924 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.1856 }, "coherence_score": 3.4923887252807617, "coherence_diagnostics": { "tau": 3.4923887252807617, "grad_tau": 0.37645378708839417, "torsion": 0.0, "alignment": -2.627655029296875, "S_field": 1.1705855131149292, "Gamma_field": 0.19476236402988434, "S_over_Gamma": 6.010326862335205, "Da": 11.71462631225586, "E_coh": 0.9579840302467346, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -91.0, 28.94 ], [ -90.96, 28.94 ], [ -90.94, 28.92 ], [ -90.94, 28.89 ], [ -90.96, 28.87 ], [ -90.99, 28.87 ], [ -91.0, 28.88 ], [ -91.0, 28.9 ], [ -91.01, 28.91 ], [ -91.01, 28.93 ], [ -91.0, 28.94 ] ] ] }, "raw_probability": 0.1856, "confidence_lo": 0.0022, "confidence_hi": 0.0022, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "a30f31d0103ae7489093e4644d11a20430581814e6596d16ef602a1bce0b0b3d", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.1856, "probability": 0.002234, "confidence_lo": 0.002202, "confidence_hi": 0.002234, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ec0cea7bfb4399e68ed1ce204c40ef2eefcd0db02ddcff18093d0045333eec62" }, "receipt_sha256": "ec0cea7bfb4399e68ed1ce204c40ef2eefcd0db02ddcff18093d0045333eec62" }, { "storm_id": "904896", "lat": 29.5905, "lon": -92.2205, "motion_east": 0.7, "motion_south": -3.0, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0022, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1641.0, "ebshear": 14.0, "srh01": 37.0, "maxllaz": 0.002, "mesh": 0.07, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 37.0 }, { "name": "hrrr_pwat", "value": 56.1961 }, { "name": "alignment", "value": -5.9481 }, { "name": "tau", "value": 3.0218 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.1756 }, "coherence_score": 3.021826982498169, "coherence_diagnostics": { "tau": 3.021826982498169, "grad_tau": 0.4504164159297943, "torsion": 0.0, "alignment": -5.948092460632324, "S_field": 0.7404735088348389, "Gamma_field": 0.23726238310337067, "S_over_Gamma": 3.120905637741089, "Da": 14.446076393127441, "E_coh": 0.8745250701904297, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -92.3, 29.64 ], [ -92.28, 29.64 ], [ -92.23, 29.61 ], [ -92.19, 29.61 ], [ -92.18, 29.62 ], [ -92.15, 29.62 ], [ -92.14, 29.61 ], [ -92.12, 29.62 ], [ -92.12, 29.58 ], [ -92.13, 29.57 ], [ -92.14, 29.58 ], [ -92.17, 29.55 ], [ -92.2, 29.55 ], [ -92.22, 29.53 ], [ -92.24, 29.53 ], [ -92.25, 29.54 ], [ -92.3, 29.54 ], [ -92.33, 29.56 ], [ -92.33, 29.63 ], [ -92.31, 29.63 ], [ -92.3, 29.64 ] ] ] }, "raw_probability": 0.1756, "confidence_lo": 0.0022, "confidence_hi": 0.0022, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "5dc1cd001bbc0d936ed523bbf3af0e5cb4a3f35a63ee83915b67fecbfec064d4", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.1756, "probability": 0.002234, "confidence_lo": 0.002202, "confidence_hi": 0.002234, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "9081292df4175ac287d1622e83ebeda27cc9ca74e55a0e56b79f5a7659d7db7a" }, "receipt_sha256": "9081292df4175ac287d1622e83ebeda27cc9ca74e55a0e56b79f5a7659d7db7a" }, { "storm_id": "905138", "lat": 30.0711, "lon": -91.9522, "motion_east": 2.2, "motion_south": 0.0, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0022, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2086.0, "ebshear": 19.0, "srh01": 36.0, "maxllaz": 0.004, "mesh": 0.06, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 36.0 }, { "name": "hrrr_pwat", "value": 55.4461 }, { "name": "alignment", "value": -5.1363 }, { "name": "tau", "value": 2.6388 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.1725 }, "coherence_score": 2.6388185024261475, "coherence_diagnostics": { "tau": 2.6388185024261475, "grad_tau": 0.4429783821105957, "torsion": 0.0, "alignment": -5.136348724365234, "S_field": 0.6452558636665344, "Gamma_field": 0.28809571266174316, "S_over_Gamma": 2.23972749710083, "Da": 18.46814727783203, "E_coh": 0.9377415776252747, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -91.97, 30.11 ], [ -91.93, 30.11 ], [ -91.91, 30.09 ], [ -91.91, 30.05 ], [ -91.94, 30.02 ], [ -91.96, 30.02 ], [ -91.99, 30.04 ], [ -91.99, 30.09 ], [ -91.97, 30.11 ] ] ] }, "raw_probability": 0.1725, "confidence_lo": 0.0022, "confidence_hi": 0.0022, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "c863e6b9b12b1daec659b2a1f1922e2498daeeaf92647c69359cb57865476131", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.1725, "probability": 0.002234, "confidence_lo": 0.002202, "confidence_hi": 0.002234, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "a7726f9347326aa2952a020cd683558fbe61d51844b3fc4652e689f34d192bcc" }, "receipt_sha256": "a7726f9347326aa2952a020cd683558fbe61d51844b3fc4652e689f34d192bcc" }, { "storm_id": "905194", "lat": 49.1926, "lon": -83.5887, "motion_east": 3.9, "motion_south": 0.1, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0022, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 18.0, "ebshear": 8.0, "srh01": 96.0, "maxllaz": 0.0, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 96.0 }, { "name": "hrrr_pwat", "value": 34.1961 }, { "name": "alignment", "value": 1.6969 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.171 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.33086705207824707, "torsion": 0.0, "alignment": 1.6968536376953125, "S_field": 0.3657872974872589, "Gamma_field": 0.4922623634338379, "S_over_Gamma": 0.7430738806724548, "Da": 31.15668296813965, "E_coh": 0.2830671966075897, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -83.65, 49.29 ], [ -83.57, 49.29 ], [ -83.56, 49.28 ], [ -83.53, 49.28 ], [ -83.51, 49.27 ], [ -83.48, 49.21 ], [ -83.47, 49.16 ], [ -83.46, 49.15 ], [ -83.46, 49.11 ], [ -83.49, 49.08 ], [ -83.52, 49.08 ], [ -83.56, 49.11 ], [ -83.62, 49.11 ], [ -83.66, 49.13 ], [ -83.66, 49.14 ], [ -83.68, 49.16 ], [ -83.69, 49.16 ], [ -83.69, 49.19 ], [ -83.67, 49.19 ], [ -83.65, 49.22 ], [ -83.65, 49.26 ], [ -83.66, 49.27 ], [ -83.65, 49.29 ] ] ] }, "raw_probability": 0.171, "confidence_lo": 0.0022, "confidence_hi": 0.0022, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "7ca6976907eac316c2fe91e35c598935ad172c2f60ac14d37a34644e8ea07160", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.171, "probability": 0.002234, "confidence_lo": 0.002202, "confidence_hi": 0.002234, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "3957445cbcd5349dd97b275518f45b9543f1ca2c5977a47cecebed583d05909f" }, "receipt_sha256": "3957445cbcd5349dd97b275518f45b9543f1ca2c5977a47cecebed583d05909f" }, { "storm_id": "905006", "lat": 30.3025, "lon": -89.3867, "motion_east": 3.9, "motion_south": 0.1, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0022, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 1833.0, "ebshear": 5.0, "srh01": 35.0, "maxllaz": 0.002, "mesh": 0.16, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 35.0 }, { "name": "hrrr_pwat", "value": 59.8211 }, { "name": "alignment", "value": -3.1178 }, { "name": "tau", "value": 2.5491 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.1584 }, "coherence_score": 2.549086809158325, "coherence_diagnostics": { "tau": 2.549086809158325, "grad_tau": 0.5519062876701355, "torsion": 0.0, "alignment": -3.1177592277526855, "S_field": 0.6591060757637024, "Gamma_field": 0.2989290654659271, "S_over_Gamma": 2.2048912048339844, "Da": 19.260332107543945, "E_coh": 0.762225866317749, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -89.41, 30.35 ], [ -89.32, 30.35 ], [ -89.33, 30.33 ], [ -89.33, 30.3 ], [ -89.34, 30.3 ], [ -89.41, 30.23 ], [ -89.43, 30.24 ], [ -89.43, 30.26 ], [ -89.41, 30.28 ], [ -89.42, 30.31 ], [ -89.4, 30.33 ], [ -89.41, 30.35 ] ] ] }, "raw_probability": 0.1584, "confidence_lo": 0.0022, "confidence_hi": 0.0022, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "f21db9b88a14a95504c322e410ae363bbc5bd4aa95c73430a73f35bbba1f9d5c", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.1584, "probability": 0.002234, "confidence_lo": 0.002202, "confidence_hi": 0.002234, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "fe541f851c938e293e7d15e505d6a4339d17a040f74330025b89b29a387db95b" }, "receipt_sha256": "fe541f851c938e293e7d15e505d6a4339d17a040f74330025b89b29a387db95b" }, { "storm_id": "905180", "lat": 29.4655, "lon": -93.22, "motion_east": 2.4, "motion_south": 0.0, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0022, "risk_band": "moderate", "ps_tor": 0.0, "ps": 0.0, "mucape": 2681.0, "ebshear": 15.0, "srh01": 48.0, "maxllaz": 0.004, "mesh": 0.12, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 48.0 }, { "name": "hrrr_pwat", "value": 54.0711 }, { "name": "alignment", "value": -7.0606 }, { "name": "tau", "value": 2.875 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.1544 }, "coherence_score": 2.874967098236084, "coherence_diagnostics": { "tau": 2.874967098236084, "grad_tau": 0.3729603588581085, "torsion": 0.0, "alignment": -7.060564041137695, "S_field": 0.5183525681495667, "Gamma_field": 0.25142902135849, "S_over_Gamma": 2.0616259574890137, "Da": 14.880875587463379, "E_coh": 0.7815079689025879, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -93.23, 29.51 ], [ -93.19, 29.51 ], [ -93.17, 29.49 ], [ -93.17, 29.46 ], [ -93.19, 29.44 ], [ -93.19, 29.43 ], [ -93.21, 29.42 ], [ -93.26, 29.42 ], [ -93.29, 29.45 ], [ -93.29, 29.48 ], [ -93.23, 29.51 ] ] ] }, "raw_probability": 0.1544, "confidence_lo": 0.0022, "confidence_hi": 0.0022, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "fbccf23680e3d18f7f9a9c112639ea5ccec8543ba27f607ab7bc580a6612ca5c", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.1544, "probability": 0.002234, "confidence_lo": 0.002202, "confidence_hi": 0.002234, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "a87b55f9d18143b59eda231e6f3e696bce9af1a86412261c70b98b914278e0c6" }, "receipt_sha256": "a87b55f9d18143b59eda231e6f3e696bce9af1a86412261c70b98b914278e0c6" }, { "storm_id": "905301", "lat": 50.578, "lon": -105.218, "motion_east": 3.9, "motion_south": 0.1, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0022, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 688.0, "ebshear": 44.0, "srh01": 29.0, "maxllaz": 0.01, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 29.0 }, { "name": "hrrr_pwat", "value": 14.8211 }, { "name": "alignment", "value": -3.8656 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.01 } ], "model_scores": { "gbt_prob": 0.1483 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.3188524842262268, "torsion": 0.0, "alignment": -3.8656463623046875, "S_field": 0.5161088109016418, "Gamma_field": 0.1939290314912796, "S_over_Gamma": 2.6613283157348633, "Da": 10.790074348449707, "E_coh": 0.5715914368629456, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -105.25, 50.61 ], [ -105.17, 50.61 ], [ -105.17, 50.53 ], [ -105.25, 50.53 ], [ -105.25, 50.61 ] ] ] }, "raw_probability": 0.1483, "confidence_lo": 0.0022, "confidence_hi": 0.0022, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "d526bc5517f3177bb415c28c9b6adbbee40a6c134fd004883e7ffbda10893bfb", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.1483, "probability": 0.002234, "confidence_lo": 0.002202, "confidence_hi": 0.002234, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "669ce8c47cb2a1904e112accc877c6cb63413cbf74d72d91e43d3537f642650c" }, "receipt_sha256": "669ce8c47cb2a1904e112accc877c6cb63413cbf74d72d91e43d3537f642650c" }, { "storm_id": "904817", "lat": 32.4522, "lon": -111.2822, "motion_east": 3.9, "motion_south": 0.1, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0022, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 318.0, "ebshear": 26.0, "srh01": 41.0, "maxllaz": 0.004, "mesh": 0.0, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 41.0 }, { "name": "hrrr_pwat", "value": 44.8211 }, { "name": "alignment", "value": 2.3473 }, { "name": "tau", "value": 0.2205 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.1377 }, "coherence_score": 0.22048966586589813, "coherence_diagnostics": { "tau": 0.22048966586589813, "grad_tau": 0.04549406096339226, "torsion": 0.0, "alignment": 2.347288131713867, "S_field": 0.2638804316520691, "Gamma_field": 1.9764289855957031, "S_over_Gamma": 0.13351374864578247, "Da": 122.87429809570312, "E_coh": 0.16727742552757263, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -111.3, 32.48 ], [ -111.26, 32.48 ], [ -111.25, 32.47 ], [ -111.25, 32.42 ], [ -111.27, 32.41 ], [ -111.3, 32.42 ], [ -111.3, 32.45 ], [ -111.31, 32.46 ], [ -111.3, 32.48 ] ] ] }, "raw_probability": 0.1377, "confidence_lo": 0.0022, "confidence_hi": 0.0022, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "4277a3ed408934da0b1136c63d0e6fae941afca78d2a84a6c985a6664c92c414", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.1377, "probability": 0.002234, "confidence_lo": 0.002202, "confidence_hi": 0.002234, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "76e115e829f65214bf8cf2f14900e4feb7687cfc2b426d0aca22adb17a6aa7b7" }, "receipt_sha256": "76e115e829f65214bf8cf2f14900e4feb7687cfc2b426d0aca22adb17a6aa7b7" }, { "storm_id": "905252", "lat": 29.5075, "lon": -91.7375, "motion_east": 2.5, "motion_south": -4.0, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0022, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2233.0, "ebshear": 15.0, "srh01": 21.0, "maxllaz": 0.002, "mesh": 0.07, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 21.0 }, { "name": "hrrr_pwat", "value": 56.8211 }, { "name": "alignment", "value": -5.1727 }, { "name": "tau", "value": 3.0108 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.1295 }, "coherence_score": 3.0108304023742676, "coherence_diagnostics": { "tau": 3.0108304023742676, "grad_tau": 0.46047961711883545, "torsion": 0.0, "alignment": -5.172728538513184, "S_field": 0.45398804545402527, "Gamma_field": 0.26226237416267395, "S_over_Gamma": 1.7310452461242676, "Da": 15.500489234924316, "E_coh": 0.7447945475578308, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -91.75, 29.53 ], [ -91.71, 29.53 ], [ -91.7, 29.52 ], [ -91.7, 29.5 ], [ -91.75, 29.46 ], [ -91.77, 29.48 ], [ -91.77, 29.51 ], [ -91.75, 29.53 ] ] ] }, "raw_probability": 0.1295, "confidence_lo": 0.0022, "confidence_hi": 0.0022, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "dfa393fed68aed8310eaee165b8dd9355e436730e8b457159706cb0a55707407", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.1295, "probability": 0.002234, "confidence_lo": 0.002202, "confidence_hi": 0.002234, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "05ae4d3fb0325392e48ace2b1df228f0e8688fb2679fbe1818bcc8be86493970" }, "receipt_sha256": "05ae4d3fb0325392e48ace2b1df228f0e8688fb2679fbe1818bcc8be86493970" }, { "storm_id": "905322", "lat": 29.4069, "lon": -92.2063, "motion_east": 0.6, "motion_south": -4.0, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0022, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2108.0, "ebshear": 15.0, "srh01": 14.0, "maxllaz": 0.003, "mesh": 0.09, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 14.0 }, { "name": "hrrr_pwat", "value": 56.1961 }, { "name": "alignment", "value": -5.9481 }, { "name": "tau", "value": 3.0218 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.1292 }, "coherence_score": 3.021826982498169, "coherence_diagnostics": { "tau": 3.021826982498169, "grad_tau": 0.4504164159297943, "torsion": 0.0, "alignment": -5.948092460632324, "S_field": 0.7404735088348389, "Gamma_field": 0.23726238310337067, "S_over_Gamma": 3.120905637741089, "Da": 14.446076393127441, "E_coh": 0.8745250701904297, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -92.17, 29.49 ], [ -92.09, 29.49 ], [ -92.03, 29.46 ], [ -92.01, 29.47 ], [ -91.98, 29.47 ], [ -91.97, 29.48 ], [ -91.93, 29.48 ], [ -91.92, 29.46 ], [ -91.98, 29.39 ], [ -92.04, 29.36 ], [ -92.06, 29.36 ], [ -92.07, 29.35 ], [ -92.11, 29.37 ], [ -92.18, 29.37 ], [ -92.19, 29.36 ], [ -92.22, 29.36 ], [ -92.23, 29.37 ], [ -92.26, 29.37 ], [ -92.28, 29.36 ], [ -92.29, 29.37 ], [ -92.31, 29.37 ], [ -92.32, 29.36 ], [ -92.35, 29.36 ], [ -92.37, 29.34 ], [ -92.43, 29.34 ], [ -92.45, 29.37 ], [ -92.45, 29.39 ], [ -92.44, 29.4 ], [ -92.4, 29.4 ], [ -92.36, 29.42 ], [ -92.34, 29.44 ], [ -92.32, 29.44 ], [ -92.29, 29.46 ], [ -92.21, 29.47 ], [ -92.17, 29.49 ] ] ] }, "raw_probability": 0.1292, "confidence_lo": 0.0022, "confidence_hi": 0.0022, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "c1b4470b3af884a44c016688200b0283ddcf0a050061d07d3e6fe339a4753a2d", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.1292, "probability": 0.002234, "confidence_lo": 0.002202, "confidence_hi": 0.002234, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "cb5b5a9acf45382f36cbbf6491fea44134c652885aac7592a748dc78e49a8531" }, "receipt_sha256": "cb5b5a9acf45382f36cbbf6491fea44134c652885aac7592a748dc78e49a8531" }, { "storm_id": "905257", "lat": 49.3374, "lon": -85.1274, "motion_east": 3.9, "motion_south": 0.1, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0022, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 227.0, "ebshear": 22.0, "srh01": 107.0, "maxllaz": 0.003, "mesh": 0.35, "flash_rate": 9.0, "top_features": [ { "name": "srh01", "value": 107.0 }, { "name": "hrrr_pwat", "value": 33.1961 }, { "name": "alignment", "value": -0.4281 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.1232 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.31975257396698, "torsion": 0.0, "alignment": -0.4281463623046875, "S_field": 0.26787883043289185, "Gamma_field": 0.7422624230384827, "S_over_Gamma": 0.360895037651062, "Da": 47.267391204833984, "E_coh": 0.3302038908004761, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -85.18, 49.46 ], [ -85.12, 49.46 ], [ -85.11, 49.45 ], [ -85.09, 49.45 ], [ -85.07, 49.43 ], [ -85.06, 49.4 ], [ -85.03, 49.37 ], [ -84.99, 49.38 ], [ -84.95, 49.35 ], [ -84.94, 49.35 ], [ -84.9, 49.31 ], [ -84.9, 49.27 ], [ -84.94, 49.24 ], [ -84.98, 49.24 ], [ -84.99, 49.25 ], [ -85.07, 49.25 ], [ -85.08, 49.26 ], [ -85.11, 49.26 ], [ -85.15, 49.28 ], [ -85.19, 49.28 ], [ -85.2, 49.27 ], [ -85.21, 49.28 ], [ -85.23, 49.28 ], [ -85.24, 49.27 ], [ -85.26, 49.28 ], [ -85.29, 49.28 ], [ -85.32, 49.31 ], [ -85.32, 49.34 ], [ -85.3, 49.36 ], [ -85.26, 49.38 ], [ -85.24, 49.38 ], [ -85.22, 49.4 ], [ -85.21, 49.44 ], [ -85.18, 49.46 ] ] ] }, "raw_probability": 0.1232, "confidence_lo": 0.0022, "confidence_hi": 0.0022, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "024fc2ef1b595c7864780290857cd480f7e07d6de9f99fbf749a2fc5ece2a5b0", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.1232, "probability": 0.002234, "confidence_lo": 0.002202, "confidence_hi": 0.002234, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "4b73a9235e43d0c6196fb713ccf5276741a23002d317bf65e3d9aceabd8ceb31" }, "receipt_sha256": "4b73a9235e43d0c6196fb713ccf5276741a23002d317bf65e3d9aceabd8ceb31" }, { "storm_id": "904769", "lat": 34.415, "lon": -73.92, "motion_east": 3.9, "motion_south": 0.1, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0022, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1174.0, "ebshear": 27.0, "srh01": 56.0, "maxllaz": 0.0, "mesh": 0.15, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 56.0 }, { "name": "hrrr_pwat", "value": 48.6961 }, { "name": "alignment", "value": 5.5879 }, { "name": "tau", "value": 1.6836 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.1185 }, "coherence_score": 1.6835819482803345, "coherence_diagnostics": { "tau": 1.6835819482803345, "grad_tau": 0.47105926275253296, "torsion": 0.0, "alignment": 5.587942123413086, "S_field": 0.4672652781009674, "Gamma_field": 0.3614290654659271, "S_over_Gamma": 1.2928270101547241, "Da": 21.411453247070312, "E_coh": 0.9197413921356201, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -73.94, 34.46 ], [ -73.9, 34.46 ], [ -73.89, 34.45 ], [ -73.87, 34.45 ], [ -73.83, 34.37 ], [ -73.85, 34.35 ], [ -73.96, 34.35 ], [ -73.97, 34.36 ], [ -73.97, 34.41 ], [ -73.96, 34.42 ], [ -73.96, 34.44 ], [ -73.94, 34.46 ] ] ] }, "raw_probability": 0.1185, "confidence_lo": 0.0022, "confidence_hi": 0.0022, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "359084f937d678ca4b564d1712a857bf695c6cad8a5b77229aceffb27c24f777", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.1185, "probability": 0.002234, "confidence_lo": 0.002202, "confidence_hi": 0.002234, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "654a3a7eafb68daba4dde29ba328fdac2ef5ef14017f7cdac3f66b7842f95c67" }, "receipt_sha256": "654a3a7eafb68daba4dde29ba328fdac2ef5ef14017f7cdac3f66b7842f95c67" }, { "storm_id": "905299", "lat": 29.275, "lon": -93.02, "motion_east": 2.8, "motion_south": -2.0, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0022, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2962.0, "ebshear": 20.0, "srh01": 62.0, "maxllaz": 0.005, "mesh": 0.12, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 62.0 }, { "name": "hrrr_pwat", "value": 54.3211 }, { "name": "alignment", "value": -1.844 }, { "name": "tau", "value": 3.5001 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.1179 }, "coherence_score": 3.500119209289551, "coherence_diagnostics": { "tau": 3.500119209289551, "grad_tau": 0.37441787123680115, "torsion": 0.0, "alignment": -1.8439910411834717, "S_field": 1.1030819416046143, "Gamma_field": 0.2030957043170929, "S_over_Gamma": 5.43134069442749, "Da": 12.012563705444336, "E_coh": 0.9607865214347839, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -93.04, 29.31 ], [ -93.01, 29.31 ], [ -92.99, 29.29 ], [ -92.99, 29.27 ], [ -92.97, 29.25 ], [ -92.97, 29.24 ], [ -93.05, 29.23 ], [ -93.07, 29.25 ], [ -93.07, 29.29 ], [ -93.04, 29.31 ] ] ] }, "raw_probability": 0.1179, "confidence_lo": 0.0022, "confidence_hi": 0.0022, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "4c5a47bdfd94a18643a24967f0b7980568f18f699a198fafdb36580ea6c55f7a", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.1179, "probability": 0.002234, "confidence_lo": 0.002202, "confidence_hi": 0.002234, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "2d95b4d89bcc04e0787a3932d9e6a8ae90664e3ac1477901db8f1be4033877ef" }, "receipt_sha256": "2d95b4d89bcc04e0787a3932d9e6a8ae90664e3ac1477901db8f1be4033877ef" }, { "storm_id": "905137", "lat": 30.0425, "lon": -85.673, "motion_east": 3.9, "motion_south": 0.1, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0022, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3423.0, "ebshear": 3.0, "srh01": 11.0, "maxllaz": 0.003, "mesh": 0.17, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 11.0 }, { "name": "hrrr_pwat", "value": 47.8211 }, { "name": "alignment", "value": -4.3361 }, { "name": "tau", "value": 1.9068 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.1174 }, "coherence_score": 1.9067801237106323, "coherence_diagnostics": { "tau": 1.9067801237106323, "grad_tau": 0.48218607902526855, "torsion": 0.0, "alignment": -4.3361029624938965, "S_field": 0.1727706789970398, "Gamma_field": 0.3747623860836029, "S_over_Gamma": 0.46101391315460205, "Da": 24.151058197021484, "E_coh": 0.8294988870620728, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -85.71, 30.1 ], [ -85.69, 30.1 ], [ -85.68, 30.09 ], [ -85.63, 30.1 ], [ -85.63, 30.08 ], [ -85.62, 30.07 ], [ -85.62, 30.05 ], [ -85.63, 30.04 ], [ -85.62, 30.03 ], [ -85.62, 30.0 ], [ -85.63, 30.0 ], [ -85.65, 29.98 ], [ -85.68, 29.98 ], [ -85.69, 29.99 ], [ -85.72, 29.99 ], [ -85.73, 29.98 ], [ -85.74, 30.04 ], [ -85.73, 30.05 ], [ -85.73, 30.08 ], [ -85.71, 30.1 ] ] ] }, "raw_probability": 0.1174, "confidence_lo": 0.0022, "confidence_hi": 0.0022, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "a781d612ccc97b37ce76a2dfadb6e77d7cb5a8ca30182a8b8a3383c84b0e07fc", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.1174, "probability": 0.002234, "confidence_lo": 0.002202, "confidence_hi": 0.002234, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "03fc443a9b0269136d1ff489181082ed8407e422fa6fd50bb5738b3ceaa3a18b" }, "receipt_sha256": "03fc443a9b0269136d1ff489181082ed8407e422fa6fd50bb5738b3ceaa3a18b" }, { "storm_id": "905110", "lat": 33.4262, "lon": -88.8054, "motion_east": 5.7, "motion_south": -1.0, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0022, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1169.0, "ebshear": 16.0, "srh01": 38.0, "maxllaz": 0.004, "mesh": 0.07, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 38.0 }, { "name": "hrrr_pwat", "value": 47.6961 }, { "name": "alignment", "value": -3.1987 }, { "name": "tau", "value": 0.9227 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.1159 }, "coherence_score": 0.9226988554000854, "coherence_diagnostics": { "tau": 0.9226988554000854, "grad_tau": 0.2533198893070221, "torsion": 0.0, "alignment": -3.19870924949646, "S_field": 0.36485055088996887, "Gamma_field": 0.4805957078933716, "S_over_Gamma": 0.7591631412506104, "Da": 30.931894302368164, "E_coh": 0.780178964138031, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -88.77, 33.49 ], [ -88.67, 33.49 ], [ -88.63, 33.46 ], [ -88.62, 33.42 ], [ -88.66, 33.4 ], [ -88.7, 33.4 ], [ -88.72, 33.38 ], [ -88.74, 33.38 ], [ -88.75, 33.39 ], [ -88.76, 33.38 ], [ -88.79, 33.38 ], [ -88.8, 33.39 ], [ -88.88, 33.39 ], [ -88.89, 33.38 ], [ -88.93, 33.38 ], [ -88.95, 33.39 ], [ -88.95, 33.41 ], [ -88.93, 33.43 ], [ -88.93, 33.45 ], [ -88.92, 33.46 ], [ -88.9, 33.47 ], [ -88.84, 33.47 ], [ -88.83, 33.46 ], [ -88.82, 33.47 ], [ -88.79, 33.47 ], [ -88.77, 33.49 ] ] ] }, "raw_probability": 0.1159, "confidence_lo": 0.0022, "confidence_hi": 0.0022, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "54f4f2aa042479610acf737ba69386eea2596397cb44a00f7f64be9046e13ba9", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.1159, "probability": 0.002234, "confidence_lo": 0.002202, "confidence_hi": 0.002234, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "fa2987f7b0dc3492f7d7a46f050fadc9c32ce4b4b6d07c668ff50dfa14c94671" }, "receipt_sha256": "fa2987f7b0dc3492f7d7a46f050fadc9c32ce4b4b6d07c668ff50dfa14c94671" }, { "storm_id": "904377", "lat": 37.3491, "lon": -85.9145, "motion_east": 3.9, "motion_south": 0.1, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0022, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 824.0, "ebshear": 15.0, "srh01": 32.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 32.0 }, { "name": "hrrr_pwat", "value": 40.9461 }, { "name": "alignment", "value": -5.1362 }, { "name": "tau", "value": 1.0729 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.1144 }, "coherence_score": 1.0729457139968872, "coherence_diagnostics": { "tau": 1.0729457139968872, "grad_tau": 0.0779145136475563, "torsion": 0.0, "alignment": -5.136232376098633, "S_field": 0.3957027196884155, "Gamma_field": 0.20642903447151184, "S_over_Gamma": 1.9168946743011475, "Da": 11.931800842285156, "E_coh": 0.9201719164848328, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 4, "geometry": { "type": "Polygon", "coordinates": [ [ [ -85.94, 37.42 ], [ -85.92, 37.39 ], [ -85.88, 37.38 ], [ -85.85, 37.35 ], [ -85.85, 37.29 ], [ -85.87, 37.28 ], [ -85.92, 37.28 ], [ -85.96, 37.32 ], [ -85.96, 37.35 ], [ -85.97, 37.36 ], [ -85.94, 37.42 ] ] ] }, "raw_probability": 0.1144, "confidence_lo": 0.0022, "confidence_hi": 0.0022, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "f179c3dc4d5a7db2393c07b0d03b413117fc6254ef5caa807ba861b830439261", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.1144, "probability": 0.002234, "confidence_lo": 0.002202, "confidence_hi": 0.002234, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f573833ace64b464c1f61799ece6fc2ee299abf66232ee41c1c7cc72ac2d7271" }, "receipt_sha256": "f573833ace64b464c1f61799ece6fc2ee299abf66232ee41c1c7cc72ac2d7271" }, { "storm_id": "905286", "lat": 49.0989, "lon": -85.1589, "motion_east": 3.9, "motion_south": 0.1, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0022, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 100.0, "ebshear": 23.0, "srh01": 114.0, "maxllaz": 0.006, "mesh": 0.04, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 114.0 }, { "name": "hrrr_pwat", "value": 33.1961 }, { "name": "alignment", "value": -0.4281 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.1139 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.31975257396698, "torsion": 0.0, "alignment": -0.4281463623046875, "S_field": 0.26787883043289185, "Gamma_field": 0.7422624230384827, "S_over_Gamma": 0.360895037651062, "Da": 47.267391204833984, "E_coh": 0.3302038908004761, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -85.17, 49.13 ], [ -85.13, 49.13 ], [ -85.12, 49.12 ], [ -85.13, 49.07 ], [ -85.15, 49.06 ], [ -85.18, 49.06 ], [ -85.19, 49.07 ], [ -85.19, 49.12 ], [ -85.17, 49.13 ] ] ] }, "raw_probability": 0.1139, "confidence_lo": 0.0022, "confidence_hi": 0.0022, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "66888a6327d661961590195a6ed3e6ef9ee83fd88e2255ccab959b64b09405a4", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.1139, "probability": 0.002234, "confidence_lo": 0.002202, "confidence_hi": 0.002234, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c0ed0def9cd8818b4c802e3ae27298091393f808323a52f9ac39996bf5e3e8a9" }, "receipt_sha256": "c0ed0def9cd8818b4c802e3ae27298091393f808323a52f9ac39996bf5e3e8a9" }, { "storm_id": "905270", "lat": 29.1956, "lon": -91.9122, "motion_east": 1.4, "motion_south": -4.0, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0022, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2632.0, "ebshear": 15.0, "srh01": 34.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 34.0 }, { "name": "hrrr_pwat", "value": 54.9461 }, { "name": "alignment", "value": -2.3108 }, { "name": "tau", "value": 3.5598 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.1123 }, "coherence_score": 3.5597729682922363, "coherence_diagnostics": { "tau": 3.5597729682922363, "grad_tau": 0.3830566108226776, "torsion": 0.0, "alignment": -2.31075119972229, "S_field": 1.140638828277588, "Gamma_field": 0.19809569418430328, "S_over_Gamma": 5.75801944732666, "Da": 11.756845474243164, "E_coh": 0.956129252910614, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -91.93, 29.23 ], [ -91.89, 29.23 ], [ -91.87, 29.21 ], [ -91.87, 29.19 ], [ -91.89, 29.15 ], [ -91.93, 29.15 ], [ -91.95, 29.17 ], [ -91.95, 29.2 ], [ -91.93, 29.23 ] ] ] }, "raw_probability": 0.1123, "confidence_lo": 0.0022, "confidence_hi": 0.0022, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "02608f909ad5aa7b92535792b88ac62e71dac52092005f97ede441ad6ea93943", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.1123, "probability": 0.002234, "confidence_lo": 0.002202, "confidence_hi": 0.002234, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "3513d3a1c878321f62acf5c782c6ad0e98b47c391206a9263651853146b9bd8c" }, "receipt_sha256": "3513d3a1c878321f62acf5c782c6ad0e98b47c391206a9263651853146b9bd8c" }, { "storm_id": "905282", "lat": 27.92, "lon": -95.1623, "motion_east": 3.9, "motion_south": 0.1, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0022, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3620.0, "ebshear": 10.0, "srh01": 0.0, "maxllaz": 0.001, "mesh": 0.06, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 50.0711 }, { "name": "alignment", "value": -1.9479 }, { "name": "tau", "value": 2.6178 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.1097 }, "coherence_score": 2.6178126335144043, "coherence_diagnostics": { "tau": 2.6178126335144043, "grad_tau": 0.5996450781822205, "torsion": 0.0, "alignment": -1.9478631019592285, "S_field": 0.6617779731750488, "Gamma_field": 0.1989290416240692, "S_over_Gamma": 3.3267037868499756, "Da": 11.883163452148438, "E_coh": 0.842033326625824, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -95.13, 28.03 ], [ -95.12, 28.03 ], [ -95.11, 28.03 ], [ -95.1, 28.03 ], [ -95.09, 28.02 ], [ -95.08, 28.02 ], [ -95.07, 28.01 ], [ -95.07, 28.0 ], [ -95.07, 27.99 ], [ -95.07, 27.98 ], [ -95.07, 27.97 ], [ -95.07, 27.96 ], [ -95.08, 27.95 ], [ -95.09, 27.95 ], [ -95.1, 27.95 ], [ -95.11, 27.95 ], [ -95.12, 27.95 ], [ -95.13, 27.94 ], [ -95.14, 27.94 ], [ -95.15, 27.94 ], [ -95.16, 27.93 ], [ -95.16, 27.92 ], [ -95.16, 27.91 ], [ -95.16, 27.9 ], [ -95.17, 27.9 ], [ -95.18, 27.89 ], [ -95.19, 27.88 ], [ -95.19, 27.87 ], [ -95.19, 27.86 ], [ -95.18, 27.85 ], [ -95.17, 27.84 ], [ -95.17, 27.83 ], [ -95.17, 27.82 ], [ -95.16, 27.81 ], [ -95.17, 27.81 ], [ -95.18, 27.81 ], [ -95.19, 27.81 ], [ -95.2, 27.81 ], [ -95.21, 27.81 ], [ -95.22, 27.82 ], [ -95.23, 27.82 ], [ -95.24, 27.83 ], [ -95.25, 27.84 ], [ -95.25, 27.85 ], [ -95.25, 27.86 ], [ -95.25, 27.87 ], [ -95.25, 27.88 ], [ -95.25, 27.89 ], [ -95.24, 27.89 ], [ -95.23, 27.9 ], [ -95.22, 27.91 ], [ -95.21, 27.91 ], [ -95.2, 27.91 ], [ -95.19, 27.91 ], [ -95.18, 27.91 ], [ -95.17, 27.91 ], [ -95.16, 27.92 ], [ -95.16, 27.93 ], [ -95.17, 27.94 ], [ -95.17, 27.95 ], [ -95.17, 27.96 ], [ -95.18, 27.97 ], [ -95.17, 27.97 ], [ -95.16, 27.98 ], [ -95.15, 27.99 ], [ -95.14, 28.0 ], [ -95.14, 28.01 ], [ -95.14, 28.02 ], [ -95.13, 28.03 ] ] ] }, "raw_probability": 0.1097, "confidence_lo": 0.0022, "confidence_hi": 0.0022, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "52ab6deac0af80897e16d5d654619634b24fa8d20d43cbe9803a2d772ddc3532", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.1097, "probability": 0.002234, "confidence_lo": 0.002202, "confidence_hi": 0.002234, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f55c0aefb0025a4a06135802538f7f20d8cc4efbf723078d761b8603f7bb76bc" }, "receipt_sha256": "f55c0aefb0025a4a06135802538f7f20d8cc4efbf723078d761b8603f7bb76bc" }, { "storm_id": "905312", "lat": 29.1433, "lon": -91.5522, "motion_east": 4.0, "motion_south": -4.0, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0022, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2315.0, "ebshear": 13.0, "srh01": 29.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 29.0 }, { "name": "hrrr_pwat", "value": 54.9461 }, { "name": "alignment", "value": -2.3108 }, { "name": "tau", "value": 3.5598 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.1074 }, "coherence_score": 3.5597729682922363, "coherence_diagnostics": { "tau": 3.5597729682922363, "grad_tau": 0.3830566108226776, "torsion": 0.0, "alignment": -2.31075119972229, "S_field": 1.140638828277588, "Gamma_field": 0.19809569418430328, "S_over_Gamma": 5.75801944732666, "Da": 11.756845474243164, "E_coh": 0.956129252910614, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -91.57, 29.17 ], [ -91.53, 29.17 ], [ -91.52, 29.16 ], [ -91.52, 29.12 ], [ -91.53, 29.11 ], [ -91.57, 29.11 ], [ -91.58, 29.12 ], [ -91.58, 29.16 ], [ -91.57, 29.17 ] ] ] }, "raw_probability": 0.1074, "confidence_lo": 0.0016, "confidence_hi": 0.0022, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "988cfd8c1776a6170de238bfc09be97dd9cfa0145de952a6271015f525636b83", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.1074, "probability": 0.002233, "confidence_lo": 0.001611, "confidence_hi": 0.002234, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c0947374c4d1280ab54e1a6e64431173df5090fe78bbd41296a9529aa394a5e1" }, "receipt_sha256": "c0947374c4d1280ab54e1a6e64431173df5090fe78bbd41296a9529aa394a5e1" }, { "storm_id": "905205", "lat": 49.5259, "lon": -84.4586, "motion_east": 3.9, "motion_south": 0.1, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 221.0, "ebshear": 19.0, "srh01": 141.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 141.0 }, { "name": "hrrr_pwat", "value": 34.3211 }, { "name": "alignment", "value": -0.4906 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.1072 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.35164952278137207, "torsion": 0.0, "alignment": -0.4906463623046875, "S_field": 0.26906418800354004, "Gamma_field": 0.6322623491287231, "S_over_Gamma": 0.42555782198905945, "Da": 40.78606033325195, "E_coh": 0.19297417998313904, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -84.44, 49.69 ], [ -84.38, 49.68 ], [ -84.37, 49.67 ], [ -84.37, 49.63 ], [ -84.44, 49.57 ], [ -84.44, 49.56 ], [ -84.46, 49.54 ], [ -84.46, 49.52 ], [ -84.45, 49.51 ], [ -84.41, 49.51 ], [ -84.38, 49.54 ], [ -84.36, 49.54 ], [ -84.31, 49.58 ], [ -84.27, 49.58 ], [ -84.25, 49.56 ], [ -84.25, 49.55 ], [ -84.23, 49.54 ], [ -84.23, 49.53 ], [ -84.27, 49.51 ], [ -84.3, 49.48 ], [ -84.33, 49.47 ], [ -84.37, 49.43 ], [ -84.37, 49.39 ], [ -84.41, 49.35 ], [ -84.43, 49.35 ], [ -84.44, 49.34 ], [ -84.52, 49.34 ], [ -84.56, 49.36 ], [ -84.58, 49.38 ], [ -84.58, 49.41 ], [ -84.57, 49.43 ], [ -84.56, 49.44 ], [ -84.54, 49.44 ], [ -84.51, 49.47 ], [ -84.51, 49.48 ], [ -84.54, 49.5 ], [ -84.57, 49.5 ], [ -84.58, 49.51 ], [ -84.63, 49.52 ], [ -84.65, 49.55 ], [ -84.65, 49.6 ], [ -84.63, 49.62 ], [ -84.63, 49.63 ], [ -84.62, 49.63 ], [ -84.6, 49.65 ], [ -84.58, 49.65 ], [ -84.55, 49.67 ], [ -84.45, 49.68 ], [ -84.44, 49.69 ] ] ] }, "raw_probability": 0.1072, "confidence_lo": 0.0016, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "98a8635c7b370bd7f9c4f657cecfe1c14a20ca5d778003f5da06f548b5f417b8", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.1072, "probability": 0.001878, "confidence_lo": 0.001611, "confidence_hi": 0.001879, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d0e24cb8326efc5febc1fb6e896d0f9cf5892ee93028bb261f34ad77f236a2a3" }, "receipt_sha256": "d0e24cb8326efc5febc1fb6e896d0f9cf5892ee93028bb261f34ad77f236a2a3" }, { "storm_id": "905264", "lat": 35.599, "lon": -98.842, "motion_east": 1.9, "motion_south": 2.6, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1474.0, "ebshear": 29.0, "srh01": 150.0, "maxllaz": 0.002, "mesh": 0.06, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 150.0 }, { "name": "hrrr_pwat", "value": 28.0711 }, { "name": "alignment", "value": 5.5502 }, { "name": "tau", "value": 0.5804 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.1068 }, "coherence_score": 0.580438494682312, "coherence_diagnostics": { "tau": 0.580438494682312, "grad_tau": 0.07621701806783676, "torsion": 0.0, "alignment": 5.5501556396484375, "S_field": 0.2186734676361084, "Gamma_field": 0.6322623491287231, "S_over_Gamma": 0.34585875272750854, "Da": 36.60914611816406, "E_coh": 0.6240612864494324, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -98.86, 35.64 ], [ -98.81, 35.64 ], [ -98.8, 35.63 ], [ -98.8, 35.58 ], [ -98.82, 35.55 ], [ -98.85, 35.55 ], [ -98.87, 35.57 ], [ -98.87, 35.59 ], [ -98.88, 35.6 ], [ -98.86, 35.64 ] ] ] }, "raw_probability": 0.1068, "confidence_lo": 0.0016, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "b79ebe9f0b2ee7fc7082685ce598c63841633e13dcf8bb82aeca0a081dd6220e", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.1068, "probability": 0.001878, "confidence_lo": 0.001611, "confidence_hi": 0.001879, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "823e641e24c3380d091a4d9bca85129e1327f1ae4001e4e20c4ae85ecb7b2072" }, "receipt_sha256": "823e641e24c3380d091a4d9bca85129e1327f1ae4001e4e20c4ae85ecb7b2072" }, { "storm_id": "905233", "lat": 28.01, "lon": -93.9363, "motion_east": 3.9, "motion_south": 0.1, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2951.0, "ebshear": 11.0, "srh01": 0.0, "maxllaz": 0.001, "mesh": 0.05, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 52.1961 }, { "name": "alignment", "value": -2.8924 }, { "name": "tau", "value": 3.4428 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.1056 }, "coherence_score": 3.4427738189697266, "coherence_diagnostics": { "tau": 3.4427738189697266, "grad_tau": 0.29563507437705994, "torsion": 0.0, "alignment": -2.8924436569213867, "S_field": 0.8397262692451477, "Gamma_field": 0.2030956894159317, "S_over_Gamma": 4.134633541107178, "Da": 11.674260139465332, "E_coh": 0.926426112651825, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -93.97, 28.04 ], [ -93.89, 28.03 ], [ -93.89, 28.0 ], [ -93.9, 27.98 ], [ -93.95, 27.98 ], [ -93.96, 27.99 ], [ -93.96, 28.02 ], [ -93.97, 28.04 ] ] ] }, "raw_probability": 0.1056, "confidence_lo": 0.0016, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "59f48e8529305c28a4fdd8b7125352cfea792df26a78759fb6ff15bc794bb825", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.1056, "probability": 0.001878, "confidence_lo": 0.001611, "confidence_hi": 0.001879, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "eb08d3c48f5947dcf0582ddca3a4167e1964248e7cac61db2a2ead2100490212" }, "receipt_sha256": "eb08d3c48f5947dcf0582ddca3a4167e1964248e7cac61db2a2ead2100490212" }, { "storm_id": "905281", "lat": 28.2411, "lon": -93.9544, "motion_east": 3.9, "motion_south": 0.1, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2874.0, "ebshear": 11.0, "srh01": 7.0, "maxllaz": 0.001, "mesh": 0.09, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 7.0 }, { "name": "hrrr_pwat", "value": 52.1961 }, { "name": "alignment", "value": -2.8924 }, { "name": "tau", "value": 3.4428 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.1056 }, "coherence_score": 3.4427738189697266, "coherence_diagnostics": { "tau": 3.4427738189697266, "grad_tau": 0.29563507437705994, "torsion": 0.0, "alignment": -2.8924436569213867, "S_field": 0.8397262692451477, "Gamma_field": 0.2030956894159317, "S_over_Gamma": 4.134633541107178, "Da": 11.674260139465332, "E_coh": 0.926426112651825, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -93.97, 28.28 ], [ -93.93, 28.28 ], [ -93.91, 28.26 ], [ -93.91, 28.21 ], [ -93.93, 28.19 ], [ -93.97, 28.19 ], [ -94.0, 28.22 ], [ -94.0, 28.26 ], [ -93.97, 28.28 ] ] ] }, "raw_probability": 0.1056, "confidence_lo": 0.0016, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "59f48e8529305c28a4fdd8b7125352cfea792df26a78759fb6ff15bc794bb825", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.1056, "probability": 0.001878, "confidence_lo": 0.001611, "confidence_hi": 0.001879, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "eb08d3c48f5947dcf0582ddca3a4167e1964248e7cac61db2a2ead2100490212" }, "receipt_sha256": "eb08d3c48f5947dcf0582ddca3a4167e1964248e7cac61db2a2ead2100490212" }, { "storm_id": "905203", "lat": 49.6497, "lon": -83.6497, "motion_east": 3.9, "motion_south": 0.1, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 155.0, "ebshear": 21.0, "srh01": 74.0, "maxllaz": 0.0, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 74.0 }, { "name": "hrrr_pwat", "value": 34.3211 }, { "name": "alignment", "value": -0.4906 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.1041 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.35164952278137207, "torsion": 0.0, "alignment": -0.4906463623046875, "S_field": 0.26906418800354004, "Gamma_field": 0.6322623491287231, "S_over_Gamma": 0.42555782198905945, "Da": 40.78606033325195, "E_coh": 0.19297417998313904, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -83.68, 49.83 ], [ -83.66, 49.83 ], [ -83.65, 49.82 ], [ -83.61, 49.81 ], [ -83.6, 49.8 ], [ -83.6, 49.78 ], [ -83.55, 49.73 ], [ -83.53, 49.72 ], [ -83.51, 49.68 ], [ -83.51, 49.65 ], [ -83.52, 49.64 ], [ -83.52, 49.57 ], [ -83.5, 49.55 ], [ -83.51, 49.54 ], [ -83.55, 49.54 ], [ -83.61, 49.57 ], [ -83.63, 49.56 ], [ -83.68, 49.56 ], [ -83.71, 49.54 ], [ -83.71, 49.51 ], [ -83.73, 49.5 ], [ -83.77, 49.5 ], [ -83.79, 49.52 ], [ -83.78, 49.56 ], [ -83.77, 49.57 ], [ -83.73, 49.57 ], [ -83.7, 49.59 ], [ -83.71, 49.61 ], [ -83.71, 49.67 ], [ -83.75, 49.72 ], [ -83.76, 49.76 ], [ -83.72, 49.81 ], [ -83.68, 49.83 ] ] ] }, "raw_probability": 0.1041, "confidence_lo": 0.0016, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "82de2c5318e8d19ac26e6379cc965f9c1dddc38069b22cd013ca362eb51b5623", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.1041, "probability": 0.001878, "confidence_lo": 0.001611, "confidence_hi": 0.001879, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f594d025db55aab7e84b285bf3222e1a2b6691729014e517a80e863da240003f" }, "receipt_sha256": "f594d025db55aab7e84b285bf3222e1a2b6691729014e517a80e863da240003f" }, { "storm_id": "905239", "lat": 30.3021, "lon": -87.1329, "motion_east": 3.9, "motion_south": 0.1, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2981.0, "ebshear": 7.0, "srh01": 18.0, "maxllaz": 0.003, "mesh": 0.27, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 18.0 }, { "name": "hrrr_pwat", "value": 50.3211 }, { "name": "alignment", "value": -4.4242 }, { "name": "tau", "value": 2.0564 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.1035 }, "coherence_score": 2.056448459625244, "coherence_diagnostics": { "tau": 2.056448459625244, "grad_tau": 0.6101009845733643, "torsion": 0.0, "alignment": -4.424246311187744, "S_field": 0.30614450573921204, "Gamma_field": 0.2549999952316284, "S_over_Gamma": 1.2005667686462402, "Da": 16.0816650390625, "E_coh": 0.7530124187469482, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -87.1, 30.35 ], [ -87.09, 30.35 ], [ -87.09, 30.28 ], [ -87.11, 30.24 ], [ -87.12, 30.24 ], [ -87.15, 30.27 ], [ -87.17, 30.26 ], [ -87.17, 30.28 ], [ -87.18, 30.29 ], [ -87.17, 30.34 ], [ -87.15, 30.32 ], [ -87.14, 30.33 ], [ -87.12, 30.33 ], [ -87.1, 30.35 ] ] ] }, "raw_probability": 0.1035, "confidence_lo": 0.0016, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "c94fb00a9d789c646b13b1cdd6177b7ec8b629e5aa0d133872ef069f88343cff", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.1035, "probability": 0.001878, "confidence_lo": 0.001611, "confidence_hi": 0.001879, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "0cbaf4a0c70589ce9c352a778846875029260c85d966c7416579a17e0897de9c" }, "receipt_sha256": "0cbaf4a0c70589ce9c352a778846875029260c85d966c7416579a17e0897de9c" }, { "storm_id": "904907", "lat": 35.4008, "lon": -98.7338, "motion_east": 1.2, "motion_south": 3.6, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1637.0, "ebshear": 23.0, "srh01": 175.0, "maxllaz": 0.002, "mesh": 0.05, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 175.0 }, { "name": "hrrr_pwat", "value": 28.0711 }, { "name": "alignment", "value": 5.5502 }, { "name": "tau", "value": 0.5804 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.1031 }, "coherence_score": 0.580438494682312, "coherence_diagnostics": { "tau": 0.580438494682312, "grad_tau": 0.07621701806783676, "torsion": 0.0, "alignment": 5.5501556396484375, "S_field": 0.2186734676361084, "Gamma_field": 0.6322623491287231, "S_over_Gamma": 0.34585875272750854, "Da": 36.60914611816406, "E_coh": 0.6240612864494324, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -98.8, 35.44 ], [ -98.75, 35.44 ], [ -98.74, 35.43 ], [ -98.69, 35.43 ], [ -98.67, 35.42 ], [ -98.65, 35.4 ], [ -98.65, 35.36 ], [ -98.67, 35.36 ], [ -98.68, 35.35 ], [ -98.8, 35.35 ], [ -98.82, 35.37 ], [ -98.82, 35.42 ], [ -98.8, 35.44 ] ] ] }, "raw_probability": 0.1031, "confidence_lo": 0.0016, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "1d7cc1db42a06b4ad002939c370c0e4bb0e5077ad04a7566ea532d74a6a7d82d", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.1031, "probability": 0.001878, "confidence_lo": 0.001611, "confidence_hi": 0.001879, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "0487ea136b5f9c9c1b37565ea76b936f214c8aa1bdbad3c8af923a3823e7b650" }, "receipt_sha256": "0487ea136b5f9c9c1b37565ea76b936f214c8aa1bdbad3c8af923a3823e7b650" }, { "storm_id": "905206", "lat": 49.47, "lon": -83.9389, "motion_east": 3.9, "motion_south": 0.1, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0019, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 57.0, "ebshear": 22.0, "srh01": 71.0, "maxllaz": 0.0, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 71.0 }, { "name": "hrrr_pwat", "value": 34.3211 }, { "name": "alignment", "value": -0.4906 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0992 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.35164952278137207, "torsion": 0.0, "alignment": -0.4906463623046875, "S_field": 0.26906418800354004, "Gamma_field": 0.6322623491287231, "S_over_Gamma": 0.42555782198905945, "Da": 40.78606033325195, "E_coh": 0.19297417998313904, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -83.94, 49.52 ], [ -83.91, 49.48 ], [ -83.91, 49.45 ], [ -83.9, 49.44 ], [ -83.91, 49.43 ], [ -83.96, 49.43 ], [ -83.99, 49.46 ], [ -83.99, 49.5 ], [ -83.94, 49.52 ] ] ] }, "raw_probability": 0.0992, "confidence_lo": 0.0016, "confidence_hi": 0.0019, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "2b23082bd71649ea493aaccf14a83f2eb8dfd83513512e0a9af0cfc002af958f", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.0992, "probability": 0.001878, "confidence_lo": 0.001611, "confidence_hi": 0.001879, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "25acef9ecb1803012b6340dbdd36a156f775759fca438e480c785c9ceb39714a" }, "receipt_sha256": "25acef9ecb1803012b6340dbdd36a156f775759fca438e480c785c9ceb39714a" }, { "storm_id": "904858", "lat": 33.882, "lon": -87.709, "motion_east": 4.5, "motion_south": 0.0, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0015, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1090.0, "ebshear": 9.0, "srh01": 98.0, "maxllaz": 0.003, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 98.0 }, { "name": "hrrr_pwat", "value": 52.0711 }, { "name": "alignment", "value": 4.2322 }, { "name": "tau", "value": 0.7685 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0964 }, "coherence_score": 0.7684985399246216, "coherence_diagnostics": { "tau": 0.7684985399246216, "grad_tau": 0.16382020711898804, "torsion": 0.0, "alignment": 4.2322492599487305, "S_field": 0.3561268746852875, "Gamma_field": 0.4114290475845337, "S_over_Gamma": 0.8655851483345032, "Da": 25.82189178466797, "E_coh": 0.6272210478782654, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -87.73, 33.92 ], [ -87.71, 33.91 ], [ -87.68, 33.91 ], [ -87.65, 33.88 ], [ -87.64, 33.85 ], [ -87.65, 33.84 ], [ -87.76, 33.84 ], [ -87.77, 33.85 ], [ -87.77, 33.9 ], [ -87.73, 33.92 ] ] ] }, "raw_probability": 0.0964, "confidence_lo": 0.0013, "confidence_hi": 0.0015, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "378fdfeec8dfdca387e75349e063ed657daffda221ac9b6696f3a26e1a6e844d", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.0964, "probability": 0.001475, "confidence_lo": 0.001299, "confidence_hi": 0.001475, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f567bee2e5aefde39d5e3370ad7e49ecd1f598799d21663a54b9e7f97e4b252d" }, "receipt_sha256": "f567bee2e5aefde39d5e3370ad7e49ecd1f598799d21663a54b9e7f97e4b252d" }, { "storm_id": "905258", "lat": 49.36, "lon": -83.8854, "motion_east": 3.9, "motion_south": 0.1, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0014, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 37.0, "ebshear": 16.0, "srh01": 73.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 73.0 }, { "name": "hrrr_pwat", "value": 34.3211 }, { "name": "alignment", "value": -0.4906 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0945 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.35164952278137207, "torsion": 0.0, "alignment": -0.4906463623046875, "S_field": 0.26906418800354004, "Gamma_field": 0.6322623491287231, "S_over_Gamma": 0.42555782198905945, "Da": 40.78606033325195, "E_coh": 0.19297417998313904, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -83.88, 49.42 ], [ -83.84, 49.42 ], [ -83.83, 49.41 ], [ -83.83, 49.37 ], [ -83.84, 49.35 ], [ -83.89, 49.3 ], [ -83.9, 49.3 ], [ -83.91, 49.31 ], [ -83.93, 49.31 ], [ -83.94, 49.32 ], [ -83.94, 49.34 ], [ -83.9, 49.41 ], [ -83.88, 49.42 ] ] ] }, "raw_probability": 0.0945, "confidence_lo": 0.0013, "confidence_hi": 0.0014, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "b5f5736688ffc74178c78d82331538d6cfaf24dbe8fea82d65714102d9cf2f43", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.0945, "probability": 0.001399, "confidence_lo": 0.001299, "confidence_hi": 0.001399, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d3ede5a173cecd0d8fce351dc87ccd1971a2497e709f30aeb7a0218f45d31bb8" }, "receipt_sha256": "d3ede5a173cecd0d8fce351dc87ccd1971a2497e709f30aeb7a0218f45d31bb8" }, { "storm_id": "905208", "lat": 49.1238, "lon": -83.8092, "motion_east": 3.9, "motion_south": 0.1, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0014, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 37.0, "ebshear": 10.0, "srh01": 108.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 108.0 }, { "name": "hrrr_pwat", "value": 34.3211 }, { "name": "alignment", "value": -0.4906 }, { "name": "tau", "value": 0.0 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.094 }, "coherence_score": 0.0, "coherence_diagnostics": { "tau": 0.0, "grad_tau": 0.35164952278137207, "torsion": 0.0, "alignment": -0.4906463623046875, "S_field": 0.26906418800354004, "Gamma_field": 0.6322623491287231, "S_over_Gamma": 0.42555782198905945, "Da": 40.78606033325195, "E_coh": 0.19297417998313904, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -83.82, 49.21 ], [ -83.78, 49.21 ], [ -83.75, 49.19 ], [ -83.74, 49.17 ], [ -83.74, 49.09 ], [ -83.75, 49.07 ], [ -83.79, 49.04 ], [ -83.84, 49.04 ], [ -83.85, 49.03 ], [ -83.89, 49.07 ], [ -83.89, 49.11 ], [ -83.86, 49.17 ], [ -83.82, 49.21 ] ] ] }, "raw_probability": 0.094, "confidence_lo": 0.0013, "confidence_hi": 0.0014, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "a0595fff5451d90bb43b42ee91835cf3718129d1791e8cd8e56b71e3712f4bfa", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.094, "probability": 0.001399, "confidence_lo": 0.001299, "confidence_hi": 0.001399, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f2b45de787a6776aa64015a296c3d93bf444593c55387b6833c75834e8d1abe5" }, "receipt_sha256": "f2b45de787a6776aa64015a296c3d93bf444593c55387b6833c75834e8d1abe5" }, { "storm_id": "904735", "lat": 27.8927, "lon": -95.3891, "motion_east": 3.9, "motion_south": 0.1, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0014, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3965.0, "ebshear": 10.0, "srh01": 0.0, "maxllaz": 0.002, "mesh": 0.11, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 50.0711 }, { "name": "alignment", "value": -1.9479 }, { "name": "tau", "value": 2.6178 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0917 }, "coherence_score": 2.6178126335144043, "coherence_diagnostics": { "tau": 2.6178126335144043, "grad_tau": 0.5996450781822205, "torsion": 0.0, "alignment": -1.9478631019592285, "S_field": 0.6617779731750488, "Gamma_field": 0.1989290416240692, "S_over_Gamma": 3.3267037868499756, "Da": 11.883163452148438, "E_coh": 0.842033326625824, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -95.42, 27.95 ], [ -95.38, 27.95 ], [ -95.36, 27.93 ], [ -95.34, 27.89 ], [ -95.34, 27.87 ], [ -95.33, 27.86 ], [ -95.34, 27.83 ], [ -95.43, 27.83 ], [ -95.46, 27.86 ], [ -95.46, 27.9 ], [ -95.42, 27.95 ] ] ] }, "raw_probability": 0.0917, "confidence_lo": 0.0013, "confidence_hi": 0.0014, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "2d5ca5a9910da08fa54560f38b011534e1bcdc2aac6c90ad9efd0e2551132651", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.0917, "probability": 0.001399, "confidence_lo": 0.001299, "confidence_hi": 0.001399, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "a03ac82ef5ccae3e3706c7c1b97428199c4ea03395754a49c288412c540f118b" }, "receipt_sha256": "a03ac82ef5ccae3e3706c7c1b97428199c4ea03395754a49c288412c540f118b" }, { "storm_id": "905267", "lat": 33.641, "lon": -86.752, "motion_east": 4.3, "motion_south": 0.0, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0014, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 757.0, "ebshear": 11.0, "srh01": 109.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 109.0 }, { "name": "hrrr_pwat", "value": 51.5711 }, { "name": "alignment", "value": 2.4375 }, { "name": "tau", "value": 0.7947 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0886 }, "coherence_score": 0.7946749925613403, "coherence_diagnostics": { "tau": 0.7946749925613403, "grad_tau": 0.12794925272464752, "torsion": 0.0, "alignment": 2.437546968460083, "S_field": 0.270121306180954, "Gamma_field": 0.5597623586654663, "S_over_Gamma": 0.4825642704963684, "Da": 34.16642379760742, "E_coh": 0.32094210386276245, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -86.75, 33.68 ], [ -86.72, 33.66 ], [ -86.73, 33.65 ], [ -86.73, 33.61 ], [ -86.74, 33.6 ], [ -86.77, 33.6 ], [ -86.78, 33.61 ], [ -86.78, 33.66 ], [ -86.77, 33.66 ], [ -86.75, 33.68 ] ] ] }, "raw_probability": 0.0886, "confidence_lo": 0.0013, "confidence_hi": 0.0014, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "92a89d1e782f4e567900a78fee03668e15d76857c2659d92d5eaf6a29b2a13e0", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.0886, "probability": 0.001399, "confidence_lo": 0.001299, "confidence_hi": 0.001399, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "3fb70fc39025ba5e5bea9542d544aa9aeb4c8f82ac9b223dea36de5728a4a198" }, "receipt_sha256": "3fb70fc39025ba5e5bea9542d544aa9aeb4c8f82ac9b223dea36de5728a4a198" }, { "storm_id": "905324", "lat": 28.9345, "lon": -91.6545, "motion_east": 4.0, "motion_south": -3.0, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0014, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2694.0, "ebshear": 15.0, "srh01": 3.0, "maxllaz": 0.001, "mesh": 0.03, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 3.0 }, { "name": "hrrr_pwat", "value": 54.9461 }, { "name": "alignment", "value": -2.3108 }, { "name": "tau", "value": 3.5598 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0847 }, "coherence_score": 3.5597729682922363, "coherence_diagnostics": { "tau": 3.5597729682922363, "grad_tau": 0.3830566108226776, "torsion": 0.0, "alignment": -2.31075119972229, "S_field": 1.140638828277588, "Gamma_field": 0.19809569418430328, "S_over_Gamma": 5.75801944732666, "Da": 11.756845474243164, "E_coh": 0.956129252910614, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -91.67, 28.97 ], [ -91.63, 28.97 ], [ -91.62, 28.95 ], [ -91.63, 28.94 ], [ -91.63, 28.92 ], [ -91.64, 28.92 ], [ -91.66, 28.89 ], [ -91.69, 28.89 ], [ -91.67, 28.91 ], [ -91.69, 28.95 ], [ -91.67, 28.97 ] ] ] }, "raw_probability": 0.0847, "confidence_lo": 0.0012, "confidence_hi": 0.0014, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "e3e0f9b9c15725488dba442be54ce9856f5b9856fd568d5e4579b685204e06d4", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.0847, "probability": 0.001399, "confidence_lo": 0.001158, "confidence_hi": 0.001399, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "27aaf42a5fce82df84c0649a92ba98eafab65020c643be78c5cb92c2d226c459" }, "receipt_sha256": "27aaf42a5fce82df84c0649a92ba98eafab65020c643be78c5cb92c2d226c459" }, { "storm_id": "905307", "lat": 34.1167, "lon": -89.195, "motion_east": 3.9, "motion_south": 0.1, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0013, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 462.0, "ebshear": 22.0, "srh01": 58.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 58.0 }, { "name": "hrrr_pwat", "value": 47.8211 }, { "name": "alignment", "value": 0.9123 }, { "name": "tau", "value": 0.665 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.083 }, "coherence_score": 0.6649817228317261, "coherence_diagnostics": { "tau": 0.6649817228317261, "grad_tau": 0.19057480990886688, "torsion": 0.0, "alignment": 0.9122785329818726, "S_field": 0.12726014852523804, "Gamma_field": 0.6464290618896484, "S_over_Gamma": 0.19686637818813324, "Da": 39.20419692993164, "E_coh": 0.46956080198287964, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -89.2, 34.16 ], [ -89.16, 34.16 ], [ -89.17, 34.15 ], [ -89.15, 34.11 ], [ -89.18, 34.08 ], [ -89.2, 34.08 ], [ -89.21, 34.06 ], [ -89.22, 34.06 ], [ -89.22, 34.11 ], [ -89.23, 34.12 ], [ -89.2, 34.15 ], [ -89.2, 34.16 ] ] ] }, "raw_probability": 0.083, "confidence_lo": 0.0012, "confidence_hi": 0.0013, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "fdb342c7e135ae0746139d923c6c07a1193ad100f6b37aca62cfe28e3864ae8a", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.083, "probability": 0.001321, "confidence_lo": 0.001158, "confidence_hi": 0.001321, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "af3752b8f345d835e62037616560c38e4719e9ce4b74f611d521bbcbcf6dc924" }, "receipt_sha256": "af3752b8f345d835e62037616560c38e4719e9ce4b74f611d521bbcbcf6dc924" }, { "storm_id": "905250", "lat": 33.632, "lon": -89.387, "motion_east": 3.9, "motion_south": 0.1, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0013, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 314.0, "ebshear": 19.0, "srh01": 65.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 65.0 }, { "name": "hrrr_pwat", "value": 49.0711 }, { "name": "alignment", "value": -1.6493 }, { "name": "tau", "value": 0.9782 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0827 }, "coherence_score": 0.9781701564788818, "coherence_diagnostics": { "tau": 0.9781701564788818, "grad_tau": 0.2793388068675995, "torsion": 0.0, "alignment": -1.649255394935608, "S_field": 0.48625266551971436, "Gamma_field": 0.38309571146965027, "S_over_Gamma": 1.269271969795227, "Da": 24.33720588684082, "E_coh": 0.9200956225395203, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -89.4, 33.67 ], [ -89.39, 33.66 ], [ -89.36, 33.66 ], [ -89.35, 33.65 ], [ -89.34, 33.61 ], [ -89.36, 33.58 ], [ -89.41, 33.58 ], [ -89.43, 33.59 ], [ -89.43, 33.65 ], [ -89.4, 33.67 ] ] ] }, "raw_probability": 0.0827, "confidence_lo": 0.0012, "confidence_hi": 0.0013, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "3d42f53ec84a78565ab38daf13d3e2e40ac5f4b6aa0932b6dbb0e31cb7041dd3", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.0827, "probability": 0.001321, "confidence_lo": 0.001158, "confidence_hi": 0.001321, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "0de74568c640ff1845e266706fa44fd6c3e58b998db8f151bfc543b897dd83ae" }, "receipt_sha256": "0de74568c640ff1845e266706fa44fd6c3e58b998db8f151bfc543b897dd83ae" }, { "storm_id": "905175", "lat": 35.14, "lon": -97.5611, "motion_east": 2.4, "motion_south": 2.0, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0013, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1451.0, "ebshear": 22.0, "srh01": 103.0, "maxllaz": 0.003, "mesh": 0.08, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 103.0 }, { "name": "hrrr_pwat", "value": 35.4461 }, { "name": "alignment", "value": 1.8344 }, { "name": "tau", "value": 0.6059 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0826 }, "coherence_score": 0.6058859825134277, "coherence_diagnostics": { "tau": 0.6058859825134277, "grad_tau": 0.07897743582725525, "torsion": 0.0, "alignment": 1.834429144859314, "S_field": 0.2653654217720032, "Gamma_field": 0.8664290308952332, "S_over_Gamma": 0.3062748610973358, "Da": 52.26122283935547, "E_coh": 0.7070199847221375, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -97.59, 35.18 ], [ -97.55, 35.18 ], [ -97.51, 35.14 ], [ -97.51, 35.1 ], [ -97.52, 35.09 ], [ -97.57, 35.09 ], [ -97.61, 35.13 ], [ -97.6, 35.17 ], [ -97.59, 35.18 ] ] ] }, "raw_probability": 0.0826, "confidence_lo": 0.0012, "confidence_hi": 0.0013, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "047e7bb4a9cc606c68d1f225897949b242c520aafaebf4342774e875d241ad33", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.0826, "probability": 0.001321, "confidence_lo": 0.001158, "confidence_hi": 0.001321, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e789ad49056c372b1736c883870f89a618991d70089d2846bffbec4425f589c8" }, "receipt_sha256": "e789ad49056c372b1736c883870f89a618991d70089d2846bffbec4425f589c8" }, { "storm_id": "905149", "lat": 35.1803, "lon": -98.2744, "motion_east": 0.9, "motion_south": 3.9, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0013, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1916.0, "ebshear": 28.0, "srh01": 72.0, "maxllaz": 0.004, "mesh": 0.35, "flash_rate": 13.0, "top_features": [ { "name": "srh01", "value": 72.0 }, { "name": "hrrr_pwat", "value": 31.6961 }, { "name": "alignment", "value": 3.7608 }, { "name": "tau", "value": 0.5627 }, { "name": "maxllaz", "value": 0.004 } ], "model_scores": { "gbt_prob": 0.0817 }, "coherence_score": 0.5626935958862305, "coherence_diagnostics": { "tau": 0.5626935958862305, "grad_tau": 0.03699971362948418, "torsion": 0.0, "alignment": 3.7607619762420654, "S_field": 0.1814642697572708, "Gamma_field": 0.8080957531929016, "S_over_Gamma": 0.22455787658691406, "Da": 48.11583709716797, "E_coh": 0.7221235632896423, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -98.03, 35.36 ], [ -97.99, 35.36 ], [ -97.98, 35.35 ], [ -97.98, 35.3 ], [ -98.0, 35.28 ], [ -98.02, 35.27 ], [ -98.07, 35.27 ], [ -98.12, 35.21 ], [ -98.14, 35.21 ], [ -98.15, 35.2 ], [ -98.24, 35.21 ], [ -98.3, 35.15 ], [ -98.37, 35.11 ], [ -98.39, 35.07 ], [ -98.42, 35.04 ], [ -98.43, 35.0 ], [ -98.48, 34.95 ], [ -98.5, 34.94 ], [ -98.53, 34.96 ], [ -98.53, 35.0 ], [ -98.5, 35.04 ], [ -98.5, 35.09 ], [ -98.51, 35.1 ], [ -98.5, 35.15 ], [ -98.46, 35.17 ], [ -98.39, 35.25 ], [ -98.34, 35.25 ], [ -98.33, 35.26 ], [ -98.26, 35.26 ], [ -98.18, 35.3 ], [ -98.11, 35.3 ], [ -98.03, 35.36 ] ] ] }, "raw_probability": 0.0817, "confidence_lo": 0.0012, "confidence_hi": 0.0013, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "79d761cac54576892ddcd38abbaa045fd592c65c43d35c3db22816cdfe50b4df", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.0817, "probability": 0.001321, "confidence_lo": 0.001158, "confidence_hi": 0.001321, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "a531262263c70805f3f0091a6bc276a3090a4e59f5747f36cf6f1b3cb7d5bb08" }, "receipt_sha256": "a531262263c70805f3f0091a6bc276a3090a4e59f5747f36cf6f1b3cb7d5bb08" }, { "storm_id": "905277", "lat": 34.4438, "lon": -93.7975, "motion_east": 3.9, "motion_south": 0.1, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0013, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 914.0, "ebshear": 16.0, "srh01": 32.0, "maxllaz": 0.001, "mesh": 0.3, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 32.0 }, { "name": "hrrr_pwat", "value": 53.9461 }, { "name": "alignment", "value": -1.8679 }, { "name": "tau", "value": 0.5923 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0807 }, "coherence_score": 0.5922542810440063, "coherence_diagnostics": { "tau": 0.5922542810440063, "grad_tau": 0.18817411363124847, "torsion": 0.0, "alignment": -1.867902398109436, "S_field": 0.27825307846069336, "Gamma_field": 1.6205956935882568, "S_over_Gamma": 0.17169801890850067, "Da": 96.4338150024414, "E_coh": 0.3148367404937744, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -93.82, 34.47 ], [ -93.74, 34.47 ], [ -93.75, 34.46 ], [ -93.75, 34.39 ], [ -93.83, 34.39 ], [ -93.83, 34.44 ], [ -93.84, 34.46 ], [ -93.82, 34.47 ] ] ] }, "raw_probability": 0.0807, "confidence_lo": 0.0012, "confidence_hi": 0.0013, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "57511f86124ac0dff05e0d1cffbe2ee9d60b397f80b440277871451870fcd0ec", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.0807, "probability": 0.001321, "confidence_lo": 0.001158, "confidence_hi": 0.001321, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "b31872091884fb77482fab19d6b8419ee3369a8d27673cfafbf34c0c5ba83d0a" }, "receipt_sha256": "b31872091884fb77482fab19d6b8419ee3369a8d27673cfafbf34c0c5ba83d0a" }, { "storm_id": "905150", "lat": 34.751, "lon": -98.826, "motion_east": 2.0, "motion_south": 2.6, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0013, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1440.0, "ebshear": 14.0, "srh01": 116.0, "maxllaz": 0.006, "mesh": 0.14, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 116.0 }, { "name": "hrrr_pwat", "value": 26.8211 }, { "name": "alignment", "value": -2.7076 }, { "name": "tau", "value": 0.5634 }, { "name": "maxllaz", "value": 0.006 } ], "model_scores": { "gbt_prob": 0.0801 }, "coherence_score": 0.5633665323257446, "coherence_diagnostics": { "tau": 0.5633665323257446, "grad_tau": 0.04481569305062294, "torsion": 0.0, "alignment": -2.7076077461242676, "S_field": 0.2326371967792511, "Gamma_field": 0.5522623658180237, "S_over_Gamma": 0.42124396562576294, "Da": 33.28608703613281, "E_coh": 0.2622505724430084, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -98.83, 34.8 ], [ -98.79, 34.79 ], [ -98.78, 34.78 ], [ -98.78, 34.74 ], [ -98.81, 34.71 ], [ -98.84, 34.7 ], [ -98.85, 34.71 ], [ -98.87, 34.71 ], [ -98.88, 34.77 ], [ -98.83, 34.8 ] ] ] }, "raw_probability": 0.0801, "confidence_lo": 0.0012, "confidence_hi": 0.0013, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "1daca1e94d765951f4cc76e84d8a7785cec1d567043e249525e940ed5c5a1dc0", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.0801, "probability": 0.001321, "confidence_lo": 0.001158, "confidence_hi": 0.001321, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "058eae5b349cda6acba7b6b7289aac2afcc6d6a4434b626bdc81f3c0b4708dd5" }, "receipt_sha256": "058eae5b349cda6acba7b6b7289aac2afcc6d6a4434b626bdc81f3c0b4708dd5" }, { "storm_id": "905093", "lat": 29.8196, "lon": -90.6046, "motion_east": 1.1, "motion_south": -5.0, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1098.0, "ebshear": 12.0, "srh01": 35.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 35.0 }, { "name": "hrrr_pwat", "value": 52.9461 }, { "name": "alignment", "value": 0.0089 }, { "name": "tau", "value": 3.0189 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0784 }, "coherence_score": 3.018857955932617, "coherence_diagnostics": { "tau": 3.018857955932617, "grad_tau": 0.3257109224796295, "torsion": 0.0, "alignment": 0.008878086693584919, "S_field": 0.5060319304466248, "Gamma_field": 0.3072623908519745, "S_over_Gamma": 1.6469048261642456, "Da": 18.77012062072754, "E_coh": 0.974685788154602, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -90.64, 30.0 ], [ -90.58, 30.0 ], [ -90.55, 29.97 ], [ -90.53, 29.93 ], [ -90.54, 29.83 ], [ -90.55, 29.82 ], [ -90.54, 29.8 ], [ -90.54, 29.76 ], [ -90.55, 29.75 ], [ -90.56, 29.68 ], [ -90.58, 29.64 ], [ -90.6, 29.63 ], [ -90.62, 29.63 ], [ -90.65, 29.67 ], [ -90.65, 29.69 ], [ -90.64, 29.7 ], [ -90.64, 29.76 ], [ -90.63, 29.77 ], [ -90.63, 29.81 ], [ -90.62, 29.82 ], [ -90.62, 29.85 ], [ -90.66, 29.92 ], [ -90.66, 29.94 ], [ -90.65, 29.95 ], [ -90.65, 29.99 ], [ -90.64, 30.0 ] ] ] }, "raw_probability": 0.0784, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "a46b25ba4496edd244399baaa4f183d95b948e790544d6f9376f5e56e7ffc42f", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.0784, "probability": 0.001193, "confidence_lo": 0.001158, "confidence_hi": 0.001193, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "42ce87920652d396c09e161e4c07a2a23e70681e6910804ac6063cd3f5abf5e6" }, "receipt_sha256": "42ce87920652d396c09e161e4c07a2a23e70681e6910804ac6063cd3f5abf5e6" }, { "storm_id": "905095", "lat": 29.6444, "lon": -91.0533, "motion_east": 4.0, "motion_south": -3.0, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1336.0, "ebshear": 13.0, "srh01": 33.0, "maxllaz": 0.003, "mesh": 0.04, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 33.0 }, { "name": "hrrr_pwat", "value": 52.9461 }, { "name": "alignment", "value": 0.0089 }, { "name": "tau", "value": 3.0189 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0773 }, "coherence_score": 3.018857955932617, "coherence_diagnostics": { "tau": 3.018857955932617, "grad_tau": 0.3257109224796295, "torsion": 0.0, "alignment": 0.008878086693584919, "S_field": 0.5060319304466248, "Gamma_field": 0.3072623908519745, "S_over_Gamma": 1.6469048261642456, "Da": 18.77012062072754, "E_coh": 0.974685788154602, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -91.08, 29.68 ], [ -91.05, 29.68 ], [ -91.01, 29.66 ], [ -91.01, 29.62 ], [ -91.03, 29.6 ], [ -91.05, 29.6 ], [ -91.08, 29.63 ], [ -91.09, 29.65 ], [ -91.08, 29.68 ] ] ] }, "raw_probability": 0.0773, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "89408c1b864e5fc66c3ee9b40a14507a9f8266eb092b64014a971aec253e97c1", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.0773, "probability": 0.001193, "confidence_lo": 0.001158, "confidence_hi": 0.001193, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "cc6dbb91aeb762db27a14a7722b81caa2f9339f49dafaeab2904bb2f93735fc5" }, "receipt_sha256": "cc6dbb91aeb762db27a14a7722b81caa2f9339f49dafaeab2904bb2f93735fc5" }, { "storm_id": "905229", "lat": 34.2282, "lon": -89.0782, "motion_east": 3.9, "motion_south": 0.1, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 600.0, "ebshear": 22.0, "srh01": 60.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 60.0 }, { "name": "hrrr_pwat", "value": 47.8211 }, { "name": "alignment", "value": 0.9123 }, { "name": "tau", "value": 0.665 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0773 }, "coherence_score": 0.6649817228317261, "coherence_diagnostics": { "tau": 0.6649817228317261, "grad_tau": 0.19057480990886688, "torsion": 0.0, "alignment": 0.9122785329818726, "S_field": 0.12726014852523804, "Gamma_field": 0.6464290618896484, "S_over_Gamma": 0.19686637818813324, "Da": 39.20419692993164, "E_coh": 0.46956080198287964, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -89.07, 34.26 ], [ -89.06, 34.25 ], [ -89.04, 34.25 ], [ -89.04, 34.21 ], [ -89.07, 34.18 ], [ -89.09, 34.18 ], [ -89.11, 34.19 ], [ -89.12, 34.23 ], [ -89.11, 34.25 ], [ -89.08, 34.25 ], [ -89.07, 34.26 ] ] ] }, "raw_probability": 0.0773, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "89408c1b864e5fc66c3ee9b40a14507a9f8266eb092b64014a971aec253e97c1", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.0773, "probability": 0.001193, "confidence_lo": 0.001158, "confidence_hi": 0.001193, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "cc6dbb91aeb762db27a14a7722b81caa2f9339f49dafaeab2904bb2f93735fc5" }, "receipt_sha256": "cc6dbb91aeb762db27a14a7722b81caa2f9339f49dafaeab2904bb2f93735fc5" }, { "storm_id": "905054", "lat": 37.4189, "lon": -86.7378, "motion_east": 3.9, "motion_south": 0.1, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 861.0, "ebshear": 14.0, "srh01": 33.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 33.0 }, { "name": "hrrr_pwat", "value": 39.9461 }, { "name": "alignment", "value": -3.909 }, { "name": "tau", "value": 0.9945 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0769 }, "coherence_score": 0.9944886565208435, "coherence_diagnostics": { "tau": 0.9944886565208435, "grad_tau": 0.14854803681373596, "torsion": 0.0, "alignment": -3.9089810848236084, "S_field": 0.5221535563468933, "Gamma_field": 0.18059571087360382, "S_over_Gamma": 2.891284465789795, "Da": 10.836525917053223, "E_coh": 0.7386677265167236, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -86.77, 37.45 ], [ -86.71, 37.45 ], [ -86.69, 37.43 ], [ -86.69, 37.39 ], [ -86.71, 37.38 ], [ -86.74, 37.38 ], [ -86.78, 37.4 ], [ -86.78, 37.44 ], [ -86.77, 37.45 ] ] ] }, "raw_probability": 0.0769, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "6becc143266533f46ff2c59e26c2f33ac2689a7391ac01972be18a5166d6bd8c", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.0769, "probability": 0.001193, "confidence_lo": 0.001158, "confidence_hi": 0.001193, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ef49717c27698afb64d7b49a5b0539244a47d794383de64902538d0c45d6e84d" }, "receipt_sha256": "ef49717c27698afb64d7b49a5b0539244a47d794383de64902538d0c45d6e84d" }, { "storm_id": "905314", "lat": 28.7812, "lon": -91.275, "motion_east": 4.1, "motion_south": -3.0, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2380.0, "ebshear": 13.0, "srh01": 6.0, "maxllaz": 0.001, "mesh": 0.09, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 6.0 }, { "name": "hrrr_pwat", "value": 54.9461 }, { "name": "alignment", "value": -2.3108 }, { "name": "tau", "value": 3.5598 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0768 }, "coherence_score": 3.5597729682922363, "coherence_diagnostics": { "tau": 3.5597729682922363, "grad_tau": 0.3830566108226776, "torsion": 0.0, "alignment": -2.31075119972229, "S_field": 1.140638828277588, "Gamma_field": 0.19809569418430328, "S_over_Gamma": 5.75801944732666, "Da": 11.756845474243164, "E_coh": 0.956129252910614, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -91.29, 28.81 ], [ -91.24, 28.81 ], [ -91.24, 28.76 ], [ -91.25, 28.75 ], [ -91.29, 28.75 ], [ -91.3, 28.76 ], [ -91.3, 28.8 ], [ -91.29, 28.81 ] ] ] }, "raw_probability": 0.0768, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "c6394141b9b401a741098a9da17ffa0a18d9e830d1c7234290e2d3e9ac53da41", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.0768, "probability": 0.001193, "confidence_lo": 0.001158, "confidence_hi": 0.001193, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "a49f908d67de93b606d1902ed169ddfde6a6030d42149d290f488e32cbffede3" }, "receipt_sha256": "a49f908d67de93b606d1902ed169ddfde6a6030d42149d290f488e32cbffede3" }, { "storm_id": "905296", "lat": 33.872, "lon": -86.444, "motion_east": 3.9, "motion_south": 0.1, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 790.0, "ebshear": 13.0, "srh01": 89.0, "maxllaz": 0.002, "mesh": 0.16, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 89.0 }, { "name": "hrrr_pwat", "value": 48.0711 }, { "name": "alignment", "value": 6.5241 }, { "name": "tau", "value": 0.8229 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.076 }, "coherence_score": 0.8228843212127686, "coherence_diagnostics": { "tau": 0.8228843212127686, "grad_tau": 0.11754164844751358, "torsion": 0.0, "alignment": 6.524137496948242, "S_field": 0.11746694892644882, "Gamma_field": 0.6539290547370911, "S_over_Gamma": 0.17963255941867828, "Da": 38.506988525390625, "E_coh": 0.14357194304466248, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -86.42, 33.92 ], [ -86.39, 33.92 ], [ -86.4, 33.88 ], [ -86.41, 33.87 ], [ -86.41, 33.85 ], [ -86.42, 33.85 ], [ -86.44, 33.83 ], [ -86.47, 33.83 ], [ -86.48, 33.82 ], [ -86.48, 33.85 ], [ -86.5, 33.88 ], [ -86.49, 33.89 ], [ -86.47, 33.89 ], [ -86.46, 33.88 ], [ -86.42, 33.92 ] ] ] }, "raw_probability": 0.076, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "bf34d8852d5f215a1350c32ab889aabce813e0560e4d9d550494a01fa6089c2b", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.076, "probability": 0.001193, "confidence_lo": 0.001158, "confidence_hi": 0.001193, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "a715734418ac2747233c9bd0ccbf609f6896efae79216a3bc9d01cce43fedfbc" }, "receipt_sha256": "a715734418ac2747233c9bd0ccbf609f6896efae79216a3bc9d01cce43fedfbc" }, { "storm_id": "905218", "lat": 27.543, "lon": -95.652, "motion_east": 3.9, "motion_south": 0.1, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3813.0, "ebshear": 12.0, "srh01": 0.0, "maxllaz": 0.001, "mesh": 0.1, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 51.4461 }, { "name": "alignment", "value": 2.1145 }, { "name": "tau", "value": 2.5237 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0699 }, "coherence_score": 2.523721694946289, "coherence_diagnostics": { "tau": 2.523721694946289, "grad_tau": 0.7042843103408813, "torsion": 0.0, "alignment": 2.1144750118255615, "S_field": 1.0283724069595337, "Gamma_field": 0.16726237535476685, "S_over_Gamma": 6.148259162902832, "Da": 10.585649490356445, "E_coh": 0.8931345343589783, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -95.63, 27.59 ], [ -95.62, 27.58 ], [ -95.62, 27.52 ], [ -95.63, 27.5 ], [ -95.68, 27.5 ], [ -95.69, 27.51 ], [ -95.69, 27.54 ], [ -95.68, 27.55 ], [ -95.65, 27.55 ], [ -95.63, 27.59 ] ] ] }, "raw_probability": 0.0699, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "23b26b6fad9d24bc356d28f16f6c1006435a7d5c8ad3591c4d39dd92019e56df", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.0699, "probability": 0.001181, "confidence_lo": 0.001158, "confidence_hi": 0.001181, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "a822d05e2d3f1a429ae0195f3f78947a10db6bc5c3f47f1d17a1cdd4060edd90" }, "receipt_sha256": "a822d05e2d3f1a429ae0195f3f78947a10db6bc5c3f47f1d17a1cdd4060edd90" }, { "storm_id": "905321", "lat": 29.581, "lon": -83.488, "motion_east": 3.9, "motion_south": 0.1, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2697.0, "ebshear": 7.0, "srh01": 0.0, "maxllaz": 0.0, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 48.5711 }, { "name": "alignment", "value": 0.1146 }, { "name": "tau", "value": 2.8112 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0675 }, "coherence_score": 2.8111813068389893, "coherence_diagnostics": { "tau": 2.8111813068389893, "grad_tau": 0.21197398006916046, "torsion": 0.0, "alignment": 0.11458529531955719, "S_field": 0.8621804714202881, "Gamma_field": 0.23976238071918488, "S_over_Gamma": 3.5959789752960205, "Da": 14.489927291870117, "E_coh": 0.972747802734375, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -83.54, 29.62 ], [ -83.46, 29.62 ], [ -83.46, 29.54 ], [ -83.47, 29.53 ], [ -83.49, 29.54 ], [ -83.47, 29.55 ], [ -83.47, 29.59 ], [ -83.48, 29.6 ], [ -83.5, 29.6 ], [ -83.54, 29.62 ] ] ] }, "raw_probability": 0.0675, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "fa02e54f18a180b6a56b0ee9cf892134008718fd9ec4193a2d36a6342b5bd106", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.0675, "probability": 0.001181, "confidence_lo": 0.001158, "confidence_hi": 0.001181, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "a6f70e27f956f68e417be4456dbd7f144577faeb8d37d58144a9e09158b47ca4" }, "receipt_sha256": "a6f70e27f956f68e417be4456dbd7f144577faeb8d37d58144a9e09158b47ca4" }, { "storm_id": "905310", "lat": 29.214, "lon": -88.6617, "motion_east": 3.9, "motion_south": 0.1, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1796.0, "ebshear": 7.0, "srh01": 0.0, "maxllaz": 0.001, "mesh": 0.2, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 51.1961 }, { "name": "alignment", "value": -1.3675 }, { "name": "tau", "value": 3.1471 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.066 }, "coherence_score": 3.147141456604004, "coherence_diagnostics": { "tau": 3.147141456604004, "grad_tau": 0.28496137261390686, "torsion": 0.0, "alignment": -1.367526650428772, "S_field": 0.6536487340927124, "Gamma_field": 0.28976237773895264, "S_over_Gamma": 2.2558095455169678, "Da": 17.35451316833496, "E_coh": 0.9255428910255432, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -88.69, 29.27 ], [ -88.68, 29.27 ], [ -88.67, 29.27 ], [ -88.66, 29.27 ], [ -88.65, 29.27 ], [ -88.64, 29.27 ], [ -88.63, 29.26 ], [ -88.62, 29.26 ], [ -88.61, 29.27 ], [ -88.6, 29.26 ], [ -88.59, 29.27 ], [ -88.58, 29.27 ], [ -88.58, 29.26 ], [ -88.58, 29.25 ], [ -88.58, 29.24 ], [ -88.58, 29.23 ], [ -88.58, 29.22 ], [ -88.58, 29.21 ], [ -88.58, 29.2 ], [ -88.58, 29.19 ], [ -88.58, 29.18 ], [ -88.58, 29.17 ], [ -88.59, 29.17 ], [ -88.6, 29.17 ], [ -88.61, 29.16 ], [ -88.62, 29.16 ], [ -88.63, 29.16 ], [ -88.64, 29.16 ], [ -88.65, 29.16 ], [ -88.66, 29.16 ], [ -88.67, 29.16 ], [ -88.68, 29.16 ], [ -88.69, 29.16 ], [ -88.69, 29.17 ], [ -88.69, 29.18 ], [ -88.69, 29.19 ], [ -88.69, 29.2 ], [ -88.69, 29.21 ], [ -88.69, 29.22 ], [ -88.7, 29.23 ], [ -88.71, 29.24 ], [ -88.72, 29.23 ], [ -88.72, 29.22 ], [ -88.72, 29.21 ], [ -88.72, 29.2 ], [ -88.72, 29.19 ], [ -88.72, 29.18 ], [ -88.72, 29.17 ], [ -88.72, 29.16 ], [ -88.72, 29.17 ], [ -88.72, 29.18 ], [ -88.72, 29.19 ], [ -88.72, 29.2 ], [ -88.72, 29.21 ], [ -88.72, 29.22 ], [ -88.72, 29.23 ], [ -88.72, 29.24 ], [ -88.71, 29.24 ], [ -88.7, 29.24 ], [ -88.69, 29.24 ], [ -88.68, 29.25 ], [ -88.69, 29.26 ], [ -88.69, 29.27 ] ] ] }, "raw_probability": 0.066, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "514ab1f47ce0b2a0b959a927dec3c246b5a30b86d651f1178b38e0e5bda95801", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.066, "probability": 0.001181, "confidence_lo": 0.001158, "confidence_hi": 0.001181, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "e3b40de625566bc95da644dc52ea105bf6923985d363d3aa4f6388439b50827d" }, "receipt_sha256": "e3b40de625566bc95da644dc52ea105bf6923985d363d3aa4f6388439b50827d" }, { "storm_id": "905305", "lat": 37.6938, "lon": -75.4813, "motion_east": 3.9, "motion_south": 0.1, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1443.0, "ebshear": 45.0, "srh01": 13.0, "maxllaz": 0.001, "mesh": 0.05, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 13.0 }, { "name": "hrrr_pwat", "value": 45.6961 }, { "name": "alignment", "value": 4.2782 }, { "name": "tau", "value": 0.9747 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0652 }, "coherence_score": 0.974739670753479, "coherence_diagnostics": { "tau": 0.974739670753479, "grad_tau": 0.012222866527736187, "torsion": 0.0, "alignment": 4.278229713439941, "S_field": 0.10856718569993973, "Gamma_field": 0.1589290350675583, "S_over_Gamma": 0.6831173896789551, "Da": 9.404441833496094, "E_coh": 0.382019579410553, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": false } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -75.47, 37.72 ], [ -75.45, 37.71 ], [ -75.45, 37.7 ], [ -75.47, 37.66 ], [ -75.52, 37.66 ], [ -75.51, 37.67 ], [ -75.51, 37.71 ], [ -75.47, 37.72 ] ] ] }, "raw_probability": 0.0652, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "4dd24ff588fc5dd9088f41ffb1267ed72f625127b70a5fbeae0fe21914449609", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.0652, "probability": 0.001181, "confidence_lo": 0.001158, "confidence_hi": 0.001181, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "f65f1c9cd33b324cfdda2bc7af43eb9ceeb73513f1e6e4c6526ff5c9b2cc8a5e" }, "receipt_sha256": "f65f1c9cd33b324cfdda2bc7af43eb9ceeb73513f1e6e4c6526ff5c9b2cc8a5e" }, { "storm_id": "904555", "lat": 34.8912, "lon": -102.3812, "motion_east": 3.9, "motion_south": 0.1, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 982.0, "ebshear": 20.0, "srh01": 0.0, "maxllaz": 0.003, "mesh": 0.05, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 20.9461 }, { "name": "alignment", "value": -4.669 }, { "name": "tau", "value": 0.3075 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0644 }, "coherence_score": 0.3075242340564728, "coherence_diagnostics": { "tau": 0.3075242340564728, "grad_tau": 0.09242093563079834, "torsion": 0.0, "alignment": -4.6690473556518555, "S_field": 0.059200581163167953, "Gamma_field": 0.19309569895267487, "S_over_Gamma": 0.30658674240112305, "Da": 11.854177474975586, "E_coh": 0.266922265291214, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 4, "geometry": { "type": "Polygon", "coordinates": [ [ [ -102.38, 34.92 ], [ -102.36, 34.92 ], [ -102.35, 34.91 ], [ -102.35, 34.86 ], [ -102.39, 34.84 ], [ -102.42, 34.86 ], [ -102.42, 34.9 ], [ -102.38, 34.92 ] ] ] }, "raw_probability": 0.0644, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "ba9a407dd3cc2494460da073682790c033f389222ced60ee6548def89ac881bd", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.0644, "probability": 0.001181, "confidence_lo": 0.001158, "confidence_hi": 0.001181, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "abc7047e054a44b08798eefd18fc1da61221e8aaa20986adba45b895c5b56823" }, "receipt_sha256": "abc7047e054a44b08798eefd18fc1da61221e8aaa20986adba45b895c5b56823" }, { "storm_id": "905291", "lat": 34.9262, "lon": -95.9356, "motion_east": 4.5, "motion_south": 0.0, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2478.0, "ebshear": 34.0, "srh01": 49.0, "maxllaz": 0.002, "mesh": 0.07, "flash_rate": 2.0, "top_features": [ { "name": "srh01", "value": 49.0 }, { "name": "hrrr_pwat", "value": 42.6961 }, { "name": "alignment", "value": 0.6013 }, { "name": "tau", "value": 0.8628 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0641 }, "coherence_score": 0.8627669811248779, "coherence_diagnostics": { "tau": 0.8627669811248779, "grad_tau": 0.12783287465572357, "torsion": 0.0, "alignment": 0.6013302803039551, "S_field": 0.7368391752243042, "Gamma_field": 0.48976239562034607, "S_over_Gamma": 1.5044829845428467, "Da": 29.165180206298828, "E_coh": 0.8200388550758362, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -95.92, 34.98 ], [ -95.88, 34.98 ], [ -95.86, 34.97 ], [ -95.86, 34.91 ], [ -95.87, 34.9 ], [ -95.89, 34.9 ], [ -95.9, 34.89 ], [ -95.92, 34.89 ], [ -95.96, 34.87 ], [ -96.02, 34.87 ], [ -96.03, 34.88 ], [ -96.03, 34.92 ], [ -96.02, 34.94 ], [ -95.96, 34.97 ], [ -95.93, 34.97 ], [ -95.92, 34.98 ] ] ] }, "raw_probability": 0.0641, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "e4cb554157359c164c220589e8ac0e1d21a691efc6f7551fe7927be0ccfc6501", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.0641, "probability": 0.001181, "confidence_lo": 0.001158, "confidence_hi": 0.001181, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "4a7c9808312487372a4a9f232de9bf4e443f3ef37c752a6fc784c0e65214bd8b" }, "receipt_sha256": "4a7c9808312487372a4a9f232de9bf4e443f3ef37c752a6fc784c0e65214bd8b" }, { "storm_id": "905309", "lat": 29.6035, "lon": -83.6424, "motion_east": 3.9, "motion_south": 0.1, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2807.0, "ebshear": 8.0, "srh01": 0.0, "maxllaz": 0.001, "mesh": 0.2, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 46.5711 }, { "name": "alignment", "value": -1.3304 }, { "name": "tau", "value": 2.5067 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0638 }, "coherence_score": 2.506716728210449, "coherence_diagnostics": { "tau": 2.506716728210449, "grad_tau": 0.3103142976760864, "torsion": 0.0, "alignment": -1.3304238319396973, "S_field": 0.46150144934654236, "Gamma_field": 0.321429044008255, "S_over_Gamma": 1.4357801675796509, "Da": 19.729496002197266, "E_coh": 0.9308249950408936, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -83.64, 29.64 ], [ -83.61, 29.64 ], [ -83.6, 29.63 ], [ -83.6, 29.62 ], [ -83.61, 29.62 ], [ -83.64, 29.59 ], [ -83.64, 29.58 ], [ -83.62, 29.57 ], [ -83.62, 29.56 ], [ -83.68, 29.56 ], [ -83.68, 29.57 ], [ -83.67, 29.57 ], [ -83.65, 29.59 ], [ -83.69, 29.62 ], [ -83.68, 29.63 ], [ -83.65, 29.63 ], [ -83.64, 29.64 ] ] ] }, "raw_probability": 0.0638, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "050a729023091a21b7d601c7bc654dded753b76ea99c0c6283388d1fc7460805", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.0638, "probability": 0.001181, "confidence_lo": 0.001158, "confidence_hi": 0.001181, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "0839c49e32de602eed39ea7c261f6ac87cc9929837e39e88a5ea92c28b82d849" }, "receipt_sha256": "0839c49e32de602eed39ea7c261f6ac87cc9929837e39e88a5ea92c28b82d849" }, { "storm_id": "905315", "lat": 28.5733, "lon": -92.9967, "motion_east": 2.2, "motion_south": -5.0, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2902.0, "ebshear": 13.0, "srh01": 0.0, "maxllaz": 0.002, "mesh": 0.16, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 54.8211 }, { "name": "alignment", "value": -1.0694 }, { "name": "tau", "value": 3.7164 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.063 }, "coherence_score": 3.7164406776428223, "coherence_diagnostics": { "tau": 3.7164406776428223, "grad_tau": 0.1769377440214157, "torsion": 0.0, "alignment": -1.0693864822387695, "S_field": 1.2275530099868774, "Gamma_field": 0.1914290338754654, "S_over_Gamma": 6.412574768066406, "Da": 11.126354217529297, "E_coh": 0.9625385403633118, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -93.01, 28.61 ], [ -92.99, 28.61 ], [ -92.96, 28.59 ], [ -92.96, 28.55 ], [ -92.98, 28.53 ], [ -93.0, 28.53 ], [ -93.03, 28.55 ], [ -93.03, 28.58 ], [ -93.01, 28.61 ] ] ] }, "raw_probability": 0.063, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "324f5ab510e090b5edaaca3d228f99b86f39528fd976d6947597e7212928171f", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.063, "probability": 0.001181, "confidence_lo": 0.001158, "confidence_hi": 0.001181, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "7fc2c0921bf392489b7231a4b99e022259cff17b2d2d4e9abd047ad1abd3e65c" }, "receipt_sha256": "7fc2c0921bf392489b7231a4b99e022259cff17b2d2d4e9abd047ad1abd3e65c" }, { "storm_id": "904917", "lat": 28.6878, "lon": -92.8867, "motion_east": 2.2, "motion_south": -5.0, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2760.0, "ebshear": 15.0, "srh01": 1.0, "maxllaz": 0.002, "mesh": 0.17, "flash_rate": 11.0, "top_features": [ { "name": "srh01", "value": 1.0 }, { "name": "hrrr_pwat", "value": 54.3211 }, { "name": "alignment", "value": -1.844 }, { "name": "tau", "value": 3.5001 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0606 }, "coherence_score": 3.500119209289551, "coherence_diagnostics": { "tau": 3.500119209289551, "grad_tau": 0.37441787123680115, "torsion": 0.0, "alignment": -1.8439910411834717, "S_field": 1.1030819416046143, "Gamma_field": 0.2030957043170929, "S_over_Gamma": 5.43134069442749, "Da": 12.012563705444336, "E_coh": 0.9607865214347839, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -92.89, 28.72 ], [ -92.87, 28.72 ], [ -92.85, 28.7 ], [ -92.85, 28.66 ], [ -92.86, 28.65 ], [ -92.9, 28.65 ], [ -92.94, 28.67 ], [ -92.93, 28.7 ], [ -92.89, 28.72 ] ] ] }, "raw_probability": 0.0606, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "8d7e0b9e32fdb03ea31bbc2dee49b3f67697a78b2c3aff5c8712d14408649beb", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.0606, "probability": 0.001181, "confidence_lo": 0.001158, "confidence_hi": 0.001181, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ae28312bffc697af9e26df2fe444ba9aad0693b3e3fe64aad0e95151a698e785" }, "receipt_sha256": "ae28312bffc697af9e26df2fe444ba9aad0693b3e3fe64aad0e95151a698e785" }, { "storm_id": "905323", "lat": 29.099, "lon": -92.692, "motion_east": 2.5, "motion_south": -3.0, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2842.0, "ebshear": 18.0, "srh01": 18.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 18.0 }, { "name": "hrrr_pwat", "value": 54.3211 }, { "name": "alignment", "value": -1.844 }, { "name": "tau", "value": 3.5001 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0606 }, "coherence_score": 3.500119209289551, "coherence_diagnostics": { "tau": 3.500119209289551, "grad_tau": 0.37441787123680115, "torsion": 0.0, "alignment": -1.8439910411834717, "S_field": 1.1030819416046143, "Gamma_field": 0.2030957043170929, "S_over_Gamma": 5.43134069442749, "Da": 12.012563705444336, "E_coh": 0.9607865214347839, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -92.72, 29.14 ], [ -92.65, 29.14 ], [ -92.64, 29.13 ], [ -92.64, 29.09 ], [ -92.67, 29.06 ], [ -92.69, 29.06 ], [ -92.7, 29.05 ], [ -92.73, 29.06 ], [ -92.76, 29.12 ], [ -92.72, 29.14 ] ] ] }, "raw_probability": 0.0606, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "8d7e0b9e32fdb03ea31bbc2dee49b3f67697a78b2c3aff5c8712d14408649beb", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.0606, "probability": 0.001181, "confidence_lo": 0.001158, "confidence_hi": 0.001181, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "ae28312bffc697af9e26df2fe444ba9aad0693b3e3fe64aad0e95151a698e785" }, "receipt_sha256": "ae28312bffc697af9e26df2fe444ba9aad0693b3e3fe64aad0e95151a698e785" }, { "storm_id": "905326", "lat": 28.153, "lon": -92.18, "motion_east": 3.8, "motion_south": 0.0, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2856.0, "ebshear": 14.0, "srh01": 0.0, "maxllaz": 0.0, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 54.8211 }, { "name": "alignment", "value": -1.0694 }, { "name": "tau", "value": 3.7164 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0598 }, "coherence_score": 3.7164406776428223, "coherence_diagnostics": { "tau": 3.7164406776428223, "grad_tau": 0.1769377440214157, "torsion": 0.0, "alignment": -1.0693864822387695, "S_field": 1.2275530099868774, "Gamma_field": 0.1914290338754654, "S_over_Gamma": 6.412574768066406, "Da": 11.126354217529297, "E_coh": 0.9625385403633118, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -92.18, 28.17 ], [ -92.14, 28.17 ], [ -92.12, 28.16 ], [ -92.12, 28.15 ], [ -92.17, 28.11 ], [ -92.22, 28.14 ], [ -92.26, 28.14 ], [ -92.22, 28.16 ], [ -92.19, 28.16 ], [ -92.18, 28.17 ] ] ] }, "raw_probability": 0.0598, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "ba7278bec7600579180e3271032c980c0fdaa5974aa0730da4f42cf756bdbd28", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.0598, "probability": 0.001181, "confidence_lo": 0.001158, "confidence_hi": 0.001181, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d20c0ef71adb5c1d1aff005f9a064e5c1fb03fbf5fdf9846b4aa3ee7143b8a75" }, "receipt_sha256": "d20c0ef71adb5c1d1aff005f9a064e5c1fb03fbf5fdf9846b4aa3ee7143b8a75" }, { "storm_id": "905100", "lat": 28.9267, "lon": -88.0711, "motion_east": 3.9, "motion_south": 0.1, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2004.0, "ebshear": 6.0, "srh01": 0.0, "maxllaz": 0.001, "mesh": 0.12, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 56.0711 }, { "name": "alignment", "value": -1.5488 }, { "name": "tau", "value": 3.2084 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0596 }, "coherence_score": 3.2084200382232666, "coherence_diagnostics": { "tau": 3.2084200382232666, "grad_tau": 0.26230329275131226, "torsion": 0.0, "alignment": -1.5488389730453491, "S_field": 1.2207646369934082, "Gamma_field": 0.24892903864383698, "S_over_Gamma": 4.904067039489746, "Da": 15.099250793457031, "E_coh": 0.9630154371261597, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -88.07, 28.97 ], [ -88.03, 28.95 ], [ -88.03, 28.91 ], [ -88.04, 28.89 ], [ -88.08, 28.89 ], [ -88.1, 28.9 ], [ -88.11, 28.92 ], [ -88.11, 28.94 ], [ -88.07, 28.97 ] ] ] }, "raw_probability": 0.0596, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "4947d1553cfa041a7ca7281ab48753be91a714ba9e4ba7b0832c336937be4380", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.0596, "probability": 0.001181, "confidence_lo": 0.001158, "confidence_hi": 0.001181, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "565b3bb5ae7503b28eb15f3220a6add593090ba9670afedc02334c4266307728" }, "receipt_sha256": "565b3bb5ae7503b28eb15f3220a6add593090ba9670afedc02334c4266307728" }, { "storm_id": "905179", "lat": 30.0038, "lon": -86.2338, "motion_east": 3.9, "motion_south": 0.1, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3648.0, "ebshear": 5.0, "srh01": 4.0, "maxllaz": 0.002, "mesh": 0.3, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 4.0 }, { "name": "hrrr_pwat", "value": 53.9461 }, { "name": "alignment", "value": -1.6823 }, { "name": "tau", "value": 2.4975 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0596 }, "coherence_score": 2.4975152015686035, "coherence_diagnostics": { "tau": 2.4975152015686035, "grad_tau": 0.5495813488960266, "torsion": 0.0, "alignment": -1.6822879314422607, "S_field": 0.7408453822135925, "Gamma_field": 0.24892903864383698, "S_over_Gamma": 2.976130723953247, "Da": 15.773460388183594, "E_coh": 0.9377977252006531, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -86.26, 30.08 ], [ -86.22, 30.07 ], [ -86.19, 30.04 ], [ -86.2, 30.03 ], [ -86.2, 29.95 ], [ -86.19, 29.94 ], [ -86.2, 29.93 ], [ -86.25, 29.94 ], [ -86.25, 29.96 ], [ -86.27, 29.97 ], [ -86.28, 29.99 ], [ -86.27, 30.07 ], [ -86.26, 30.08 ] ] ] }, "raw_probability": 0.0596, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "4947d1553cfa041a7ca7281ab48753be91a714ba9e4ba7b0832c336937be4380", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.0596, "probability": 0.001181, "confidence_lo": 0.001158, "confidence_hi": 0.001181, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "565b3bb5ae7503b28eb15f3220a6add593090ba9670afedc02334c4266307728" }, "receipt_sha256": "565b3bb5ae7503b28eb15f3220a6add593090ba9670afedc02334c4266307728" }, { "storm_id": "904911", "lat": 34.4209, "lon": -89.7127, "motion_east": 3.9, "motion_south": 0.1, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 443.0, "ebshear": 20.0, "srh01": 53.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 53.0 }, { "name": "hrrr_pwat", "value": 44.0711 }, { "name": "alignment", "value": 5.725 }, { "name": "tau", "value": 0.4924 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0593 }, "coherence_score": 0.4923781156539917, "coherence_diagnostics": { "tau": 0.4923781156539917, "grad_tau": 0.044081274420022964, "torsion": 0.0, "alignment": 5.725045204162598, "S_field": 0.10444410890340805, "Gamma_field": 0.9214290976524353, "S_over_Gamma": 0.11335013061761856, "Da": 58.41357421875, "E_coh": 0.17244240641593933, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -89.72, 34.47 ], [ -89.7, 34.47 ], [ -89.66, 34.44 ], [ -89.66, 34.4 ], [ -89.67, 34.38 ], [ -89.69, 34.38 ], [ -89.7, 34.37 ], [ -89.78, 34.37 ], [ -89.78, 34.43 ], [ -89.76, 34.45 ], [ -89.72, 34.47 ] ] ] }, "raw_probability": 0.0593, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "22a42b7876758fc5e44e81574459a7954185663e12ec905cabef070b98a968d3", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.0593, "probability": 0.001181, "confidence_lo": 0.001158, "confidence_hi": 0.001181, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "3b1f4c7f5f6c718bb06789ead98d675a49f79134a35fbb014d5f631000409d8d" }, "receipt_sha256": "3b1f4c7f5f6c718bb06789ead98d675a49f79134a35fbb014d5f631000409d8d" }, { "storm_id": "905236", "lat": 34.017, "lon": -111.847, "motion_east": 3.9, "motion_south": 0.1, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 697.0, "ebshear": 43.0, "srh01": 28.0, "maxllaz": 0.003, "mesh": 0.06, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 28.0 }, { "name": "hrrr_pwat", "value": 41.6961 }, { "name": "alignment", "value": 0.7084 }, { "name": "tau", "value": 0.2475 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0586 }, "coherence_score": 0.2475403994321823, "coherence_diagnostics": { "tau": 0.2475403994321823, "grad_tau": 0.02868606150150299, "torsion": 0.0, "alignment": 0.7083876132965088, "S_field": 0.2724856734275818, "Gamma_field": 1.64226233959198, "S_over_Gamma": 0.1659209132194519, "Da": 91.50630187988281, "E_coh": 0.6841769218444824, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -111.82, 34.07 ], [ -111.78, 34.07 ], [ -111.77, 34.06 ], [ -111.77, 34.02 ], [ -111.79, 34.0 ], [ -111.87, 33.98 ], [ -111.93, 33.95 ], [ -111.96, 33.95 ], [ -111.96, 34.0 ], [ -111.82, 34.07 ] ] ] }, "raw_probability": 0.0586, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "95ef0eaf1e017ee787abbee0d15166af6621b2d70bc009d24543744b38ab748e", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.0586, "probability": 0.001181, "confidence_lo": 0.001158, "confidence_hi": 0.001181, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "40f50effd2c2616c2ef877ab857b380ccdc5b26dd846ee0caab513f43879a625" }, "receipt_sha256": "40f50effd2c2616c2ef877ab857b380ccdc5b26dd846ee0caab513f43879a625" }, { "storm_id": "905318", "lat": 36.5733, "lon": -98.0917, "motion_east": 3.9, "motion_south": 0.1, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1106.0, "ebshear": 24.0, "srh01": 0.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 31.9461 }, { "name": "alignment", "value": 0.0758 }, { "name": "tau", "value": 0.9262 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0563 }, "coherence_score": 0.92617267370224, "coherence_diagnostics": { "tau": 0.92617267370224, "grad_tau": 0.09707168489694595, "torsion": 0.0, "alignment": 0.07576841115951538, "S_field": 0.9397076368331909, "Gamma_field": 0.3264290690422058, "S_over_Gamma": 2.8787498474121094, "Da": 19.098148345947266, "E_coh": 0.881344199180603, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -98.13, 36.6 ], [ -98.05, 36.6 ], [ -98.05, 36.54 ], [ -98.06, 36.55 ], [ -98.13, 36.55 ], [ -98.13, 36.6 ] ] ] }, "raw_probability": 0.0563, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "fece1f7d469875a30d9f1400e441f0ba81afd59f518f97312395a966691d3358", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.0563, "probability": 0.001181, "confidence_lo": 0.001158, "confidence_hi": 0.001181, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "3100db80156dd7d89115ee70e78dac1693747ac2c69b6a0ba7362e2133a540b4" }, "receipt_sha256": "3100db80156dd7d89115ee70e78dac1693747ac2c69b6a0ba7362e2133a540b4" }, { "storm_id": "905276", "lat": 34.8124, "lon": -97.0762, "motion_east": 3.9, "motion_south": 0.1, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1170.0, "ebshear": 28.0, "srh01": 58.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 58.0 }, { "name": "hrrr_pwat", "value": 36.5711 }, { "name": "alignment", "value": -0.9334 }, { "name": "tau", "value": 0.669 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0549 }, "coherence_score": 0.6689971685409546, "coherence_diagnostics": { "tau": 0.6689971685409546, "grad_tau": 0.16323637962341309, "torsion": 0.0, "alignment": -0.9333746433258057, "S_field": 0.30094772577285767, "Gamma_field": 0.8380957841873169, "S_over_Gamma": 0.3590851128101349, "Da": 50.48344039916992, "E_coh": 0.7782065272331238, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -97.07, 34.88 ], [ -97.01, 34.88 ], [ -96.99, 34.86 ], [ -96.98, 34.86 ], [ -96.98, 34.82 ], [ -96.99, 34.81 ], [ -97.09, 34.81 ], [ -97.1, 34.8 ], [ -97.09, 34.79 ], [ -97.1, 34.78 ], [ -97.09, 34.77 ], [ -97.1, 34.76 ], [ -97.1, 34.73 ], [ -97.14, 34.73 ], [ -97.14, 34.76 ], [ -97.15, 34.77 ], [ -97.14, 34.81 ], [ -97.1, 34.83 ], [ -97.08, 34.86 ], [ -97.09, 34.87 ], [ -97.07, 34.88 ] ] ] }, "raw_probability": 0.0549, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "e18c218841aa3ff509a4aaca7e66df13bd139c3c6c2b3e0b73afe780da022a9e", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.0549, "probability": 0.001181, "confidence_lo": 0.001158, "confidence_hi": 0.001181, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "18c4bc08a03985f53d5e93942024a66e827b26b04f96c0b4f7a08a38f6e7337f" }, "receipt_sha256": "18c4bc08a03985f53d5e93942024a66e827b26b04f96c0b4f7a08a38f6e7337f" }, { "storm_id": "905219", "lat": 26.5733, "lon": -96.2227, "motion_east": 3.9, "motion_south": 0.1, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3788.0, "ebshear": 11.0, "srh01": 2.0, "maxllaz": 0.001, "mesh": 0.06, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 2.0 }, { "name": "hrrr_pwat", "value": 57.0711 }, { "name": "alignment", "value": 6.0943 }, { "name": "tau", "value": 1.501 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0547 }, "coherence_score": 1.5010184049606323, "coherence_diagnostics": { "tau": 1.5010184049606323, "grad_tau": 0.670583963394165, "torsion": 0.0, "alignment": 6.094293117523193, "S_field": 0.6287427544593811, "Gamma_field": 0.28559571504592896, "S_over_Gamma": 2.2015132904052734, "Da": 18.937349319458008, "E_coh": 0.7331256866455078, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -96.26, 26.63 ], [ -96.24, 26.62 ], [ -96.19, 26.62 ], [ -96.18, 26.63 ], [ -96.18, 26.56 ], [ -96.16, 26.54 ], [ -96.17, 26.54 ], [ -96.18, 26.52 ], [ -96.2, 26.52 ], [ -96.21, 26.53 ], [ -96.27, 26.53 ], [ -96.28, 26.54 ], [ -96.27, 26.58 ], [ -96.29, 26.61 ], [ -96.26, 26.63 ] ] ] }, "raw_probability": 0.0547, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "fdd715735fa181414e3f150efe54086e028db5026271d5f992c716975c562afc", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.0547, "probability": 0.001181, "confidence_lo": 0.001158, "confidence_hi": 0.001181, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "40dddf728f5b09d156de74aea0078d74892d34c3fa9e5f738e13074790ccc288" }, "receipt_sha256": "40dddf728f5b09d156de74aea0078d74892d34c3fa9e5f738e13074790ccc288" }, { "storm_id": "904400", "lat": 34.7018, "lon": -96.3927, "motion_east": 5.8, "motion_south": -1.0, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2055.0, "ebshear": 36.0, "srh01": 18.0, "maxllaz": 0.003, "mesh": 0.08, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 18.0 }, { "name": "hrrr_pwat", "value": 42.6961 }, { "name": "alignment", "value": 0.6013 }, { "name": "tau", "value": 0.8628 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0525 }, "coherence_score": 0.8627669811248779, "coherence_diagnostics": { "tau": 0.8627669811248779, "grad_tau": 0.12783287465572357, "torsion": 0.0, "alignment": 0.6013302803039551, "S_field": 0.7368391752243042, "Gamma_field": 0.48976239562034607, "S_over_Gamma": 1.5044829845428467, "Da": 29.165180206298828, "E_coh": 0.8200388550758362, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 4, "geometry": { "type": "Polygon", "coordinates": [ [ [ -96.32, 34.82 ], [ -96.3, 34.82 ], [ -96.28, 34.8 ], [ -96.28, 34.75 ], [ -96.33, 34.7 ], [ -96.35, 34.65 ], [ -96.37, 34.63 ], [ -96.39, 34.63 ], [ -96.41, 34.61 ], [ -96.42, 34.61 ], [ -96.45, 34.64 ], [ -96.47, 34.63 ], [ -96.49, 34.65 ], [ -96.49, 34.66 ], [ -96.48, 34.67 ], [ -96.46, 34.67 ], [ -96.44, 34.69 ], [ -96.43, 34.72 ], [ -96.42, 34.72 ], [ -96.37, 34.77 ], [ -96.37, 34.78 ], [ -96.32, 34.82 ] ] ] }, "raw_probability": 0.0525, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "f92fc5d25bcb80c19200ead53af5ef48d0e7c7e7bdfe1ce221b7e94569517e1c", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.0525, "probability": 0.001181, "confidence_lo": 0.001158, "confidence_hi": 0.001181, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "1ca138c77ace5601cf2c7b235d642b79322b93bd37a3eeacb5a406366964c2b8" }, "receipt_sha256": "1ca138c77ace5601cf2c7b235d642b79322b93bd37a3eeacb5a406366964c2b8" }, { "storm_id": "905287", "lat": 37.5017, "lon": -76.4817, "motion_east": 3.9, "motion_south": 0.1, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1538.0, "ebshear": 31.0, "srh01": 0.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 44.5711 }, { "name": "alignment", "value": 5.9295 }, { "name": "tau", "value": 0.9862 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0518 }, "coherence_score": 0.9861897230148315, "coherence_diagnostics": { "tau": 0.9861897230148315, "grad_tau": 0.04740696772933006, "torsion": 0.0, "alignment": 5.929511070251465, "S_field": 0.10850697755813599, "Gamma_field": 0.17392903566360474, "S_over_Gamma": 0.6238577365875244, "Da": 10.24028491973877, "E_coh": 0.38825035095214844, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -76.5, 37.54 ], [ -76.43, 37.54 ], [ -76.42, 37.53 ], [ -76.42, 37.49 ], [ -76.41, 37.47 ], [ -76.42, 37.46 ], [ -76.54, 37.45 ], [ -76.54, 37.48 ], [ -76.53, 37.49 ], [ -76.53, 37.51 ], [ -76.54, 37.52 ], [ -76.5, 37.54 ] ] ] }, "raw_probability": 0.0518, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "611c9516d26af70c13d83c846e942d408685513f64cfd16806f80ad178268952", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.0518, "probability": 0.001181, "confidence_lo": 0.001158, "confidence_hi": 0.001181, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "773374c2b8335293bff3acb3c2b2cd12a5bb065b4d199560071a6ba034e65d7b" }, "receipt_sha256": "773374c2b8335293bff3acb3c2b2cd12a5bb065b4d199560071a6ba034e65d7b" }, { "storm_id": "904749", "lat": 28.9311, "lon": -92.6444, "motion_east": 2.2, "motion_south": -4.0, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 3016.0, "ebshear": 20.0, "srh01": 9.0, "maxllaz": 0.002, "mesh": 0.03, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 9.0 }, { "name": "hrrr_pwat", "value": 54.3211 }, { "name": "alignment", "value": -1.844 }, { "name": "tau", "value": 3.5001 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0515 }, "coherence_score": 3.500119209289551, "coherence_diagnostics": { "tau": 3.500119209289551, "grad_tau": 0.37441787123680115, "torsion": 0.0, "alignment": -1.8439910411834717, "S_field": 1.1030819416046143, "Gamma_field": 0.2030957043170929, "S_over_Gamma": 5.43134069442749, "Da": 12.012563705444336, "E_coh": 0.9607865214347839, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -92.65, 28.96 ], [ -92.62, 28.96 ], [ -92.61, 28.95 ], [ -92.61, 28.92 ], [ -92.63, 28.9 ], [ -92.67, 28.9 ], [ -92.68, 28.91 ], [ -92.68, 28.92 ], [ -92.65, 28.96 ] ] ] }, "raw_probability": 0.0515, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "6de275d760b7f3fedfe4d38b5409288f08e8ce7be2f12748737a76f9e1ed53a9", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.0515, "probability": 0.001181, "confidence_lo": 0.001158, "confidence_hi": 0.001181, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "991a3a1cc2b0fa1a0ae4204c95c6c1730c13f28632dbae64cf30a8234c689dd2" }, "receipt_sha256": "991a3a1cc2b0fa1a0ae4204c95c6c1730c13f28632dbae64cf30a8234c689dd2" }, { "storm_id": "905089", "lat": 34.3295, "lon": -89.3479, "motion_east": 3.9, "motion_south": 0.1, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 274.0, "ebshear": 22.0, "srh01": 63.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 63.0 }, { "name": "hrrr_pwat", "value": 45.1961 }, { "name": "alignment", "value": 1.21 }, { "name": "tau", "value": 0.6221 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.051 }, "coherence_score": 0.6220620274543762, "coherence_diagnostics": { "tau": 0.6220620274543762, "grad_tau": 0.24290604889392853, "torsion": 0.0, "alignment": 1.2100059986114502, "S_field": 0.11301121860742569, "Gamma_field": 0.8439290523529053, "S_over_Gamma": 0.13391080498695374, "Da": 50.9406852722168, "E_coh": 0.4021795392036438, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -89.41, 34.43 ], [ -89.4, 34.42 ], [ -89.36, 34.41 ], [ -89.35, 34.4 ], [ -89.35, 34.37 ], [ -89.34, 34.35 ], [ -89.31, 34.32 ], [ -89.27, 34.3 ], [ -89.27, 34.28 ], [ -89.26, 34.27 ], [ -89.27, 34.22 ], [ -89.33, 34.22 ], [ -89.34, 34.23 ], [ -89.34, 34.24 ], [ -89.37, 34.28 ], [ -89.37, 34.3 ], [ -89.43, 34.37 ], [ -89.43, 34.42 ], [ -89.41, 34.43 ] ] ] }, "raw_probability": 0.051, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "9a93d70f7945e83ea376d13a813ce4e24806d84d0011ec59ca4fd281863be00b", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.051, "probability": 0.001181, "confidence_lo": 0.001158, "confidence_hi": 0.001181, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "3a0ad0adc064813d8bfccd71df3bdcf4628e550dd25a6800d0456f00a9f93d09" }, "receipt_sha256": "3a0ad0adc064813d8bfccd71df3bdcf4628e550dd25a6800d0456f00a9f93d09" }, { "storm_id": "905313", "lat": 28.9746, "lon": -82.3831, "motion_east": 3.9, "motion_south": 0.1, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 2304.0, "ebshear": 9.0, "srh01": 26.0, "maxllaz": 0.001, "mesh": 0.04, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 26.0 }, { "name": "hrrr_pwat", "value": 50.6961 }, { "name": "alignment", "value": 1.6993 }, { "name": "tau", "value": 2.8696 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0502 }, "coherence_score": 2.8695549964904785, "coherence_diagnostics": { "tau": 2.8695549964904785, "grad_tau": 0.09289161115884781, "torsion": 0.0, "alignment": 1.6993440389633179, "S_field": 0.9769314527511597, "Gamma_field": 0.2539290487766266, "S_over_Gamma": 3.847261428833008, "Da": 15.476911544799805, "E_coh": 0.9590479731559753, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -82.4, 29.01 ], [ -82.4, 29.0 ], [ -82.39, 28.99 ], [ -82.35, 28.98 ], [ -82.35, 28.97 ], [ -82.33, 28.96 ], [ -82.35, 28.95 ], [ -82.38, 28.95 ], [ -82.39, 28.96 ], [ -82.4, 28.95 ], [ -82.42, 28.96 ], [ -82.42, 28.98 ], [ -82.4, 29.01 ] ] ] }, "raw_probability": 0.0502, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "f718a4837cc017f20a1eca13e330dd32a06a6a097daa89588d0d0b75432e2338", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.0502, "probability": 0.001181, "confidence_lo": 0.001158, "confidence_hi": 0.001181, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c9eac5c4c8cfaca1e0582296e827cf54a1ba8693405a5afa437a9148f1395ff9" }, "receipt_sha256": "c9eac5c4c8cfaca1e0582296e827cf54a1ba8693405a5afa437a9148f1395ff9" }, { "storm_id": "905306", "lat": 37.1046, "lon": -74.9346, "motion_east": 0.9, "motion_south": 2.5, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0012, "risk_band": "low", "ps_tor": 0.0, "ps": 0.0, "mucape": 1422.0, "ebshear": 35.0, "srh01": 14.0, "maxllaz": 0.001, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 14.0 }, { "name": "hrrr_pwat", "value": 51.0711 }, { "name": "alignment", "value": 2.7972 }, { "name": "tau", "value": 0.9858 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0501 }, "coherence_score": 0.985824704170227, "coherence_diagnostics": { "tau": 0.985824704170227, "grad_tau": 0.05271788686513901, "torsion": 0.0, "alignment": 2.797184705734253, "S_field": 0.2343786358833313, "Gamma_field": 0.42642906308174133, "S_over_Gamma": 0.5496309995651245, "Da": 25.793142318725586, "E_coh": 0.5472703576087952, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -74.97, 37.15 ], [ -74.89, 37.15 ], [ -74.87, 37.14 ], [ -74.82, 37.1 ], [ -74.83, 37.09 ], [ -74.83, 37.07 ], [ -74.87, 37.04 ], [ -75.0, 37.04 ], [ -75.04, 37.06 ], [ -75.04, 37.11 ], [ -75.02, 37.13 ], [ -75.0, 37.13 ], [ -74.97, 37.15 ] ] ] }, "raw_probability": 0.0501, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "8c5c2b5106ad73eabd4da00166ef825c6f8803f1c9c07fdbbfc76d252d408601", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.0501, "probability": 0.001181, "confidence_lo": 0.001158, "confidence_hi": 0.001181, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "136f6b713c10eb02f83487900c5d3b01e56bb3b3bd5247435cf37caa62d0e318" }, "receipt_sha256": "136f6b713c10eb02f83487900c5d3b01e56bb3b3bd5247435cf37caa62d0e318" }, { "storm_id": "905017", "lat": 33.0591, "lon": -112.1845, "motion_east": 3.9, "motion_south": 0.1, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 411.0, "ebshear": 37.0, "srh01": 12.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 12.0 }, { "name": "hrrr_pwat", "value": 45.6961 }, { "name": "alignment", "value": 2.4612 }, { "name": "tau", "value": 0.2064 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0496 }, "coherence_score": 0.20637457072734833, "coherence_diagnostics": { "tau": 0.20637457072734833, "grad_tau": 0.04688066244125366, "torsion": 0.0, "alignment": 2.4612016677856445, "S_field": 0.12108935415744781, "Gamma_field": 2.115595817565918, "S_over_Gamma": 0.057236526161432266, "Da": 115.53919982910156, "E_coh": 0.004673072602599859, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -112.18, 33.1 ], [ -112.17, 33.09 ], [ -112.13, 33.09 ], [ -112.14, 33.03 ], [ -112.16, 33.03 ], [ -112.17, 33.02 ], [ -112.22, 33.02 ], [ -112.23, 33.03 ], [ -112.23, 33.06 ], [ -112.22, 33.08 ], [ -112.18, 33.1 ] ] ] }, "raw_probability": 0.0496, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "d0bf23f76c945a6be40fd5868785a4dbee6eb52fbd4675e72613c428e89689fe", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.0496, "probability": 0.001181, "confidence_lo": 0.001158, "confidence_hi": 0.001181, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5d51f1a667bf3484af1078210f24f5cb38b9e8e2690c132864ab723d96c6fbea" }, "receipt_sha256": "5d51f1a667bf3484af1078210f24f5cb38b9e8e2690c132864ab723d96c6fbea" }, { "storm_id": "905327", "lat": 27.5967, "lon": -96.21, "motion_east": 3.9, "motion_south": 0.1, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3829.0, "ebshear": 9.0, "srh01": 0.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 54.1961 }, { "name": "alignment", "value": 0.9196 }, { "name": "tau", "value": 1.7413 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0495 }, "coherence_score": 1.7412687540054321, "coherence_diagnostics": { "tau": 1.7412687540054321, "grad_tau": 0.7337265610694885, "torsion": 0.0, "alignment": 0.919562578201294, "S_field": 0.5573974251747131, "Gamma_field": 0.42226237058639526, "S_over_Gamma": 1.3200262784957886, "Da": 27.654804229736328, "E_coh": 0.7820325493812561, "singularity_count": 4.0, "singularity_conditions_met": 4, "singularity_detail": { "s_over_gamma": true, "high_gradient": true, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -96.26, 27.65 ], [ -96.25, 27.64 ], [ -96.2, 27.64 ], [ -96.17, 27.61 ], [ -96.16, 27.59 ], [ -96.16, 27.56 ], [ -96.17, 27.55 ], [ -96.19, 27.56 ], [ -96.2, 27.55 ], [ -96.24, 27.56 ], [ -96.26, 27.6 ], [ -96.26, 27.65 ] ] ] }, "raw_probability": 0.0495, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "bedb74815070dadc5b280be91396d6c103ac91f392edbd7e8ed9569ccbc30298", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.0495, "probability": 0.001181, "confidence_lo": 0.001158, "confidence_hi": 0.001181, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "d051871a970f7abe23f0e01d9e103f0f98291b8e1adeed9d108e7432374e5f56" }, "receipt_sha256": "d051871a970f7abe23f0e01d9e103f0f98291b8e1adeed9d108e7432374e5f56" }, { "storm_id": "905083", "lat": 27.8589, "lon": -93.8256, "motion_east": 3.9, "motion_south": 0.1, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3033.0, "ebshear": 13.0, "srh01": 0.0, "maxllaz": 0.001, "mesh": 0.19, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 52.8211 }, { "name": "alignment", "value": 1.6418 }, { "name": "tau", "value": 3.4203 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.049 }, "coherence_score": 3.4202880859375, "coherence_diagnostics": { "tau": 3.4202880859375, "grad_tau": 0.3756389319896698, "torsion": 0.0, "alignment": 1.6418335437774658, "S_field": 1.2563172578811646, "Gamma_field": 0.17892903089523315, "S_over_Gamma": 7.021316051483154, "Da": 10.231767654418945, "E_coh": 0.943901777267456, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -93.85, 27.89 ], [ -93.8, 27.89 ], [ -93.79, 27.88 ], [ -93.79, 27.83 ], [ -93.8, 27.82 ], [ -93.83, 27.82 ], [ -93.86, 27.84 ], [ -93.86, 27.87 ], [ -93.85, 27.89 ] ] ] }, "raw_probability": 0.049, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "c3e5e0b30fc23a4e9b6112568ec8ec036205eabe452a97900ea32b9f3f04718a", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.049, "probability": 0.001181, "confidence_lo": 0.001158, "confidence_hi": 0.001181, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "2bf5b8c4095215044c9fca50fa60e51635eddfd80f059d026ad6b62047c0e0c8" }, "receipt_sha256": "2bf5b8c4095215044c9fca50fa60e51635eddfd80f059d026ad6b62047c0e0c8" }, { "storm_id": "904378", "lat": 36.72, "lon": -75.1611, "motion_east": 3.9, "motion_south": 0.1, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1276.0, "ebshear": 25.0, "srh01": 0.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 51.0711 }, { "name": "alignment", "value": 2.7972 }, { "name": "tau", "value": 0.9858 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0481 }, "coherence_score": 0.985824704170227, "coherence_diagnostics": { "tau": 0.985824704170227, "grad_tau": 0.05271788686513901, "torsion": 0.0, "alignment": 2.797184705734253, "S_field": 0.2343786358833313, "Gamma_field": 0.42642906308174133, "S_over_Gamma": 0.5496309995651245, "Da": 25.793142318725586, "E_coh": 0.5472703576087952, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 4, "geometry": { "type": "Polygon", "coordinates": [ [ [ -75.18, 36.76 ], [ -75.14, 36.76 ], [ -75.11, 36.73 ], [ -75.12, 36.69 ], [ -75.15, 36.67 ], [ -75.17, 36.67 ], [ -75.2, 36.7 ], [ -75.2, 36.74 ], [ -75.18, 36.76 ] ] ] }, "raw_probability": 0.0481, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "dc0022546362bc1b96191e741c9abcd629748edc6b8167ae9e243c83ab17b7e6", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.0481, "probability": 0.001181, "confidence_lo": 0.001158, "confidence_hi": 0.001181, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "48f0d3b85a8c244884aec5c35b0cf177bc4b0bcd3b79ccea953ee6b0e6b4b9d4" }, "receipt_sha256": "48f0d3b85a8c244884aec5c35b0cf177bc4b0bcd3b79ccea953ee6b0e6b4b9d4" }, { "storm_id": "905288", "lat": 37.288, "lon": -97.258, "motion_east": 3.9, "motion_south": 0.1, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 421.0, "ebshear": 14.0, "srh01": 0.0, "maxllaz": 0.003, "mesh": 0.1, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 28.5711 }, { "name": "alignment", "value": -2.6703 }, { "name": "tau", "value": 0.7393 }, { "name": "maxllaz", "value": 0.003 } ], "model_scores": { "gbt_prob": 0.0481 }, "coherence_score": 0.7393158674240112, "coherence_diagnostics": { "tau": 0.7393158674240112, "grad_tau": 0.1345106065273285, "torsion": 0.0, "alignment": -2.670297622680664, "S_field": 0.4685368537902832, "Gamma_field": 0.37142905592918396, "S_over_Gamma": 1.2614437341690063, "Da": 21.76919174194336, "E_coh": 0.8915940523147583, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -97.29, 37.32 ], [ -97.21, 37.32 ], [ -97.21, 37.24 ], [ -97.29, 37.24 ], [ -97.29, 37.32 ] ] ] }, "raw_probability": 0.0481, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "dc0022546362bc1b96191e741c9abcd629748edc6b8167ae9e243c83ab17b7e6", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.0481, "probability": 0.001181, "confidence_lo": 0.001158, "confidence_hi": 0.001181, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "48f0d3b85a8c244884aec5c35b0cf177bc4b0bcd3b79ccea953ee6b0e6b4b9d4" }, "receipt_sha256": "48f0d3b85a8c244884aec5c35b0cf177bc4b0bcd3b79ccea953ee6b0e6b4b9d4" }, { "storm_id": "904958", "lat": 37.6322, "lon": -76.3256, "motion_east": 3.9, "motion_south": 0.1, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1626.0, "ebshear": 32.0, "srh01": 0.0, "maxllaz": 0.002, "mesh": 0.09, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 44.5711 }, { "name": "alignment", "value": 5.9295 }, { "name": "tau", "value": 0.9862 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0465 }, "coherence_score": 0.9861897230148315, "coherence_diagnostics": { "tau": 0.9861897230148315, "grad_tau": 0.04740696772933006, "torsion": 0.0, "alignment": 5.929511070251465, "S_field": 0.10850697755813599, "Gamma_field": 0.17392903566360474, "S_over_Gamma": 0.6238577365875244, "Da": 10.24028491973877, "E_coh": 0.38825035095214844, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -76.35, 37.67 ], [ -76.28, 37.67 ], [ -76.27, 37.66 ], [ -76.27, 37.61 ], [ -76.29, 37.59 ], [ -76.36, 37.58 ], [ -76.38, 37.6 ], [ -76.38, 37.64 ], [ -76.35, 37.67 ] ] ] }, "raw_probability": 0.0465, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "774abdfb26456af19fcd98799a7561e0dca22cc62c773ec77a3f492397ba7ab4", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.0465, "probability": 0.001181, "confidence_lo": 0.001158, "confidence_hi": 0.001181, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "703aa0d9aa9e7d2febf1f5a12d8ba7e4d51bd034177514dbb3e02daaf259b7f2" }, "receipt_sha256": "703aa0d9aa9e7d2febf1f5a12d8ba7e4d51bd034177514dbb3e02daaf259b7f2" }, { "storm_id": "905293", "lat": 34.3625, "lon": -91.1, "motion_east": 3.9, "motion_south": 0.1, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 897.0, "ebshear": 18.0, "srh01": 43.0, "maxllaz": 0.002, "mesh": 0.35, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 43.0 }, { "name": "hrrr_pwat", "value": 44.9461 }, { "name": "alignment", "value": 1.1045 }, { "name": "tau", "value": 0.5051 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0461 }, "coherence_score": 0.50506591796875, "coherence_diagnostics": { "tau": 0.50506591796875, "grad_tau": 0.09192579984664917, "torsion": 0.0, "alignment": 1.1045498847961426, "S_field": 0.07462387531995773, "Gamma_field": 1.108095645904541, "S_over_Gamma": 0.06734425574541092, "Da": 66.84700775146484, "E_coh": 0.08841334283351898, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -91.13, 34.39 ], [ -91.11, 34.39 ], [ -91.1, 34.38 ], [ -91.07, 34.38 ], [ -91.06, 34.39 ], [ -91.05, 34.37 ], [ -91.05, 34.34 ], [ -91.07, 34.32 ], [ -91.13, 34.32 ], [ -91.15, 34.33 ], [ -91.15, 34.35 ], [ -91.13, 34.39 ] ] ] }, "raw_probability": 0.0461, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "42b72d1faea5c0f9c72392591f7d4578e3a057c24fe8ae329fef777f086d2456", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.0461, "probability": 0.001181, "confidence_lo": 0.001158, "confidence_hi": 0.001181, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "cf7eca3cfbbb6eb5ff5313408d0852f60583793861e17356a7b62b3a1b6ab6a1" }, "receipt_sha256": "cf7eca3cfbbb6eb5ff5313408d0852f60583793861e17356a7b62b3a1b6ab6a1" }, { "storm_id": "905019", "lat": 29.1261, "lon": -82.2667, "motion_east": 3.9, "motion_south": 0.1, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2315.0, "ebshear": 9.0, "srh01": 6.0, "maxllaz": 0.001, "mesh": 0.14, "flash_rate": 1.0, "top_features": [ { "name": "srh01", "value": 6.0 }, { "name": "hrrr_pwat", "value": 50.6961 }, { "name": "alignment", "value": 1.6993 }, { "name": "tau", "value": 2.8696 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0457 }, "coherence_score": 2.8695549964904785, "coherence_diagnostics": { "tau": 2.8695549964904785, "grad_tau": 0.09289161115884781, "torsion": 0.0, "alignment": 1.6993440389633179, "S_field": 0.9769314527511597, "Gamma_field": 0.2539290487766266, "S_over_Gamma": 3.847261428833008, "Da": 15.476911544799805, "E_coh": 0.9590479731559753, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 2, "geometry": { "type": "Polygon", "coordinates": [ [ [ -82.29, 29.21 ], [ -82.25, 29.21 ], [ -82.24, 29.2 ], [ -82.24, 29.17 ], [ -82.21, 29.14 ], [ -82.21, 29.1 ], [ -82.2, 29.09 ], [ -82.2, 29.07 ], [ -82.22, 29.07 ], [ -82.26, 29.05 ], [ -82.3, 29.05 ], [ -82.32, 29.06 ], [ -82.33, 29.08 ], [ -82.33, 29.11 ], [ -82.31, 29.13 ], [ -82.31, 29.15 ], [ -82.29, 29.17 ], [ -82.29, 29.21 ] ] ] }, "raw_probability": 0.0457, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "100b5b7514dbd79afe2c28024170ff4c4647fb3ba33014593fbf93d9b6abdd67", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.0457, "probability": 0.001181, "confidence_lo": 0.001158, "confidence_hi": 0.001181, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "da4e6f6c2f474a21bfeb5a2876af2c7d0faba20732a70aa66a6ced6da243b763" }, "receipt_sha256": "da4e6f6c2f474a21bfeb5a2876af2c7d0faba20732a70aa66a6ced6da243b763" }, { "storm_id": "905255", "lat": 28.8794, "lon": -89.7253, "motion_east": 3.9, "motion_south": 0.1, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1488.0, "ebshear": 5.0, "srh01": 2.0, "maxllaz": 0.0, "mesh": 0.17, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 2.0 }, { "name": "hrrr_pwat", "value": 53.5711 }, { "name": "alignment", "value": 0.0527 }, { "name": "tau", "value": 3.2048 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0449 }, "coherence_score": 3.2047603130340576, "coherence_diagnostics": { "tau": 3.2047603130340576, "grad_tau": 0.31357645988464355, "torsion": 0.0, "alignment": 0.05270084738731384, "S_field": 0.35873594880104065, "Gamma_field": 0.28059571981430054, "S_over_Gamma": 1.278479814529419, "Da": 16.889524459838867, "E_coh": 0.9228801727294922, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -89.74, 28.9 ], [ -89.73, 28.89 ], [ -89.72, 28.9 ], [ -89.71, 28.89 ], [ -89.69, 28.9 ], [ -89.66, 28.9 ], [ -89.66, 28.89 ], [ -89.69, 28.86 ], [ -89.69, 28.85 ], [ -89.72, 28.85 ], [ -89.74, 28.84 ], [ -89.76, 28.86 ], [ -89.77, 28.86 ], [ -89.78, 28.88 ], [ -89.78, 28.89 ], [ -89.75, 28.89 ], [ -89.74, 28.9 ] ] ] }, "raw_probability": 0.0449, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "a7f2d5a60f43dcf61406d6313eed363758cc943a5288d34e8c24bb680fad20c6", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.0449, "probability": 0.001181, "confidence_lo": 0.001158, "confidence_hi": 0.001181, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "95c1eb5983551fb4ce0615c71258295f94955b872e0d23ccf217f61ae05c9130" }, "receipt_sha256": "95c1eb5983551fb4ce0615c71258295f94955b872e0d23ccf217f61ae05c9130" }, { "storm_id": "905319", "lat": 32.3125, "lon": -75.05, "motion_east": 3.9, "motion_south": 0.1, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 3466.0, "ebshear": 8.0, "srh01": 0.0, "maxllaz": 0.0, "mesh": 0.41, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 43.3211 }, { "name": "alignment", "value": 0.6292 }, { "name": "tau", "value": 1.982 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0446 }, "coherence_score": 1.981985330581665, "coherence_diagnostics": { "tau": 1.981985330581665, "grad_tau": 0.31763046979904175, "torsion": 0.0, "alignment": 0.629164457321167, "S_field": 0.5021326541900635, "Gamma_field": 0.4180957078933716, "S_over_Gamma": 1.2009992599487305, "Da": 24.443710327148438, "E_coh": 0.8745129108428955, "singularity_count": 3.0, "singularity_conditions_met": 3, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -75.07, 32.35 ], [ -75.0, 32.34 ], [ -75.0, 32.32 ], [ -75.01, 32.31 ], [ -75.01, 32.27 ], [ -75.04, 32.26 ], [ -75.07, 32.28 ], [ -75.07, 32.29 ], [ -75.09, 32.31 ], [ -75.08, 32.33 ], [ -75.09, 32.34 ], [ -75.07, 32.35 ] ] ] }, "raw_probability": 0.0446, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "c5980e93bce7aa9147b55ce71f3567073754306b547b3f458a7ed78f25d970f8", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.0446, "probability": 0.001181, "confidence_lo": 0.001158, "confidence_hi": 0.001181, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "07e91ca186feeab0568d0a705a5c3d99dc965c68b598a7ae11a40ec60d70c88b" }, "receipt_sha256": "07e91ca186feeab0568d0a705a5c3d99dc965c68b598a7ae11a40ec60d70c88b" }, { "storm_id": "905317", "lat": 37.1771, "lon": -97.2443, "motion_east": 3.9, "motion_south": 0.1, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 390.0, "ebshear": 14.0, "srh01": 0.0, "maxllaz": 0.0, "mesh": 0.1, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 30.6961 }, { "name": "alignment", "value": 0.6103 }, { "name": "tau", "value": 0.7644 }, { "name": "maxllaz", "value": 0.0 } ], "model_scores": { "gbt_prob": 0.0433 }, "coherence_score": 0.76436448097229, "coherence_diagnostics": { "tau": 0.76436448097229, "grad_tau": 0.12085328251123428, "torsion": 0.0, "alignment": 0.6102929711341858, "S_field": 0.4656415283679962, "Gamma_field": 0.6330957412719727, "S_over_Gamma": 0.735499382019043, "Da": 37.28633499145508, "E_coh": 0.831158459186554, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -97.27, 37.22 ], [ -97.19, 37.22 ], [ -97.19, 37.14 ], [ -97.21, 37.12 ], [ -97.29, 37.12 ], [ -97.29, 37.2 ], [ -97.27, 37.22 ] ] ] }, "raw_probability": 0.0433, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "87a5d686947cbb74a3b648a34443912d431c95e2159dcfe8e28d9f3aaff662e6", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.0433, "probability": 0.001181, "confidence_lo": 0.001158, "confidence_hi": 0.001181, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "3e4b22fc902bdfa7ae3157b9da1189e82e7e72646194f1883299bb41cfa88144" }, "receipt_sha256": "3e4b22fc902bdfa7ae3157b9da1189e82e7e72646194f1883299bb41cfa88144" }, { "storm_id": "905224", "lat": 37.5456, "lon": -77.2533, "motion_east": 3.9, "motion_south": 0.1, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1479.0, "ebshear": 29.0, "srh01": 5.0, "maxllaz": 0.002, "mesh": 0.04, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 5.0 }, { "name": "hrrr_pwat", "value": 40.9461 }, { "name": "alignment", "value": -0.9807 }, { "name": "tau", "value": 1.0392 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0412 }, "coherence_score": 1.0391513109207153, "coherence_diagnostics": { "tau": 1.0391513109207153, "grad_tau": 0.08113382011651993, "torsion": 0.0, "alignment": -0.9806853532791138, "S_field": 0.1492285430431366, "Gamma_field": 0.1939290314912796, "S_over_Gamma": 0.7695007920265198, "Da": 11.386399269104004, "E_coh": 0.6774629950523376, "singularity_count": 1.0, "singularity_conditions_met": 1, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -77.28, 37.58 ], [ -77.22, 37.58 ], [ -77.21, 37.57 ], [ -77.2, 37.52 ], [ -77.23, 37.5 ], [ -77.28, 37.5 ], [ -77.29, 37.51 ], [ -77.29, 37.57 ], [ -77.28, 37.58 ] ] ] }, "raw_probability": 0.0412, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "b86b86690f75c7a9a9b1be3f5846d984e47d0e6b3cffd989b89a4138ee30137f", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.0412, "probability": 0.001181, "confidence_lo": 0.001158, "confidence_hi": 0.001181, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "85f00faf6d44f9d4b89b3e29d978df6a368db1513a4e7132528e0f590f00d6da" }, "receipt_sha256": "85f00faf6d44f9d4b89b3e29d978df6a368db1513a4e7132528e0f590f00d6da" }, { "storm_id": "905325", "lat": 28.3624, "lon": -84.8929, "motion_east": 3.9, "motion_south": 0.1, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 2856.0, "ebshear": 12.0, "srh01": 0.0, "maxllaz": 0.001, "mesh": 0.05, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 51.1961 }, { "name": "alignment", "value": -0.4936 }, { "name": "tau", "value": 3.0668 }, { "name": "maxllaz", "value": 0.001 } ], "model_scores": { "gbt_prob": 0.0411 }, "coherence_score": 3.066793441772461, "coherence_diagnostics": { "tau": 3.066793441772461, "grad_tau": 0.1402778923511505, "torsion": 0.0, "alignment": -0.49355483055114746, "S_field": 1.0124698877334595, "Gamma_field": 0.2522623836994171, "S_over_Gamma": 4.013558864593506, "Da": 15.42207145690918, "E_coh": 0.9723110198974609, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": true, "high_gradient": false, "high_torsion": false, "positive_alignment": false, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -84.93, 28.4 ], [ -84.91, 28.4 ], [ -84.9, 28.39 ], [ -84.84, 28.39 ], [ -84.84, 28.38 ], [ -84.85, 28.38 ], [ -84.87, 28.36 ], [ -84.87, 28.33 ], [ -84.85, 28.32 ], [ -84.88, 28.3 ], [ -84.9, 28.3 ], [ -84.9, 28.33 ], [ -84.93, 28.36 ], [ -84.94, 28.36 ], [ -84.92, 28.37 ], [ -84.92, 28.39 ], [ -84.93, 28.4 ] ] ] }, "raw_probability": 0.0411, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "f08827e488597ac2d132c725870d7a37ffa411f6ab84cb05448c8ec9cd245694", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.0411, "probability": 0.001181, "confidence_lo": 0.001158, "confidence_hi": 0.001181, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "c9de0e08d43c211d2c1f0372e7dda2e6aa32bdf2110f899631b5e9c19e1530e0" }, "receipt_sha256": "c9de0e08d43c211d2c1f0372e7dda2e6aa32bdf2110f899631b5e9c19e1530e0" }, { "storm_id": "904834", "lat": 37.0705, "lon": -75.8147, "motion_east": 1.5, "motion_south": 3.0, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1123.0, "ebshear": 26.0, "srh01": 7.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 7.0 }, { "name": "hrrr_pwat", "value": 50.5711 }, { "name": "alignment", "value": 1.7144 }, { "name": "tau", "value": 0.9909 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.041 }, "coherence_score": 0.9909098148345947, "coherence_diagnostics": { "tau": 0.9909098148345947, "grad_tau": 0.025061145424842834, "torsion": 0.0, "alignment": 1.7144277095794678, "S_field": 0.22805172204971313, "Gamma_field": 0.30226239562034607, "S_over_Gamma": 0.754482626914978, "Da": 17.98333168029785, "E_coh": 0.8489344120025635, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 3, "geometry": { "type": "Polygon", "coordinates": [ [ [ -75.84, 37.14 ], [ -75.77, 37.14 ], [ -75.73, 37.12 ], [ -75.72, 37.11 ], [ -75.72, 37.07 ], [ -75.73, 37.05 ], [ -75.74, 37.05 ], [ -75.76, 37.03 ], [ -75.78, 37.03 ], [ -75.8, 37.01 ], [ -75.82, 37.01 ], [ -75.83, 37.02 ], [ -75.87, 37.02 ], [ -75.91, 37.04 ], [ -75.92, 37.05 ], [ -75.92, 37.09 ], [ -75.9, 37.11 ], [ -75.88, 37.11 ], [ -75.84, 37.14 ] ] ] }, "raw_probability": 0.041, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "cbb2036f0403e0a8f87a5501bafefcf4d1d937311c1143a000177493b037be00", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.041, "probability": 0.001181, "confidence_lo": 0.001158, "confidence_hi": 0.001181, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "bbf0560ceba86c295f86e6131b894453431db8f5ab460be4bee927b569ef1670" }, "receipt_sha256": "bbf0560ceba86c295f86e6131b894453431db8f5ab460be4bee927b569ef1670" }, { "storm_id": "905213", "lat": 36.815, "lon": -76.7894, "motion_east": 1.1, "motion_south": 0.5, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 724.0, "ebshear": 21.0, "srh01": 0.0, "maxllaz": 0.002, "mesh": 0.0, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 48.0711 }, { "name": "alignment", "value": 3.5228 }, { "name": "tau", "value": 1.017 }, { "name": "maxllaz", "value": 0.002 } ], "model_scores": { "gbt_prob": 0.0322 }, "coherence_score": 1.0170063972473145, "coherence_diagnostics": { "tau": 1.0170063972473145, "grad_tau": 0.029540052637457848, "torsion": 0.0, "alignment": 3.522754430770874, "S_field": 0.28625422716140747, "Gamma_field": 0.28726235032081604, "S_over_Gamma": 0.9964905977249146, "Da": 16.68743896484375, "E_coh": 0.6621149778366089, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 1, "geometry": { "type": "Polygon", "coordinates": [ [ [ -76.95, 36.87 ], [ -76.72, 36.87 ], [ -76.68, 36.85 ], [ -76.66, 36.83 ], [ -76.66, 36.8 ], [ -76.67, 36.78 ], [ -76.7, 36.78 ], [ -76.71, 36.79 ], [ -76.74, 36.79 ], [ -76.75, 36.8 ], [ -76.85, 36.79 ], [ -76.86, 36.8 ], [ -76.89, 36.8 ], [ -76.9, 36.81 ], [ -76.94, 36.81 ], [ -76.95, 36.87 ] ] ] }, "raw_probability": 0.0322, "confidence_lo": 0.0012, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "f400c245fe7b34ea8f19f7a83dbbb7a0d2f964fa6093cb9b2e4e13e1cca5c43a", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.0322, "probability": 0.001181, "confidence_lo": 0.001158, "confidence_hi": 0.001181, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "5de7a439ae7b8f8bd83d9e9edc256586d475c034d77caf4be11df5b27ea0a438" }, "receipt_sha256": "5de7a439ae7b8f8bd83d9e9edc256586d475c034d77caf4be11df5b27ea0a438" }, { "storm_id": "904509", "lat": 36.9437, "lon": -77.2174, "motion_east": 1.8, "motion_south": 0.1, "valid_time": "20260712_103040 UTC", "tornado_probability": 0.0012, "risk_band": "minimal", "ps_tor": 0.0, "ps": 0.0, "mucape": 1064.0, "ebshear": 25.0, "srh01": 0.0, "maxllaz": 0.005, "mesh": 0.04, "flash_rate": 0.0, "top_features": [ { "name": "srh01", "value": 0.0 }, { "name": "hrrr_pwat", "value": 42.6961 }, { "name": "alignment", "value": 1.2636 }, { "name": "tau", "value": 1.0218 }, { "name": "maxllaz", "value": 0.005 } ], "model_scores": { "gbt_prob": 0.0297 }, "coherence_score": 1.0218205451965332, "coherence_diagnostics": { "tau": 1.0218205451965332, "grad_tau": 0.020742319524288177, "torsion": 0.0, "alignment": 1.2635505199432373, "S_field": 0.16290093958377838, "Gamma_field": 0.3072623908519745, "S_over_Gamma": 0.5301688313484192, "Da": 17.5627498626709, "E_coh": 0.17023269832134247, "singularity_count": 2.0, "singularity_conditions_met": 2, "singularity_detail": { "s_over_gamma": false, "high_gradient": false, "high_torsion": false, "positive_alignment": true, "high_damkohler": true } }, "scoring_tier": "tier1_ml", "coherence_source": "hrrr", "model_version": "tornado_storm_v1_0", "track_length": 4, "geometry": { "type": "Polygon", "coordinates": [ [ [ -77.28, 37.05 ], [ -77.24, 37.05 ], [ -77.24, 37.02 ], [ -77.22, 36.98 ], [ -77.2, 36.98 ], [ -77.19, 36.97 ], [ -77.14, 36.97 ], [ -77.12, 36.96 ], [ -77.12, 36.91 ], [ -77.13, 36.89 ], [ -77.16, 36.87 ], [ -77.16, 36.86 ], [ -77.22, 36.86 ], [ -77.23, 36.85 ], [ -77.27, 36.85 ], [ -77.32, 36.88 ], [ -77.33, 36.93 ], [ -77.28, 37.0 ], [ -77.28, 37.05 ] ] ] }, "raw_probability": 0.0297, "confidence_lo": 0.0, "confidence_hi": 0.0012, "uncertainty_class": "tight", "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "calibrated": true, "receipt": { "spec": "hazardpulse/forecast/v1", "model_version": "tornado_storm_v1_0", "model_sha256": "8b2bee3d269512a9597013a42d9938315452256b231a3cd8def015dec43788ac", "input_sha256": "0e8f8baf1312e01cf715839a8d3d0e6e6f96041a8cd042d69a05335856986a36", "issued_at": "2026-07-12T10:32:11Z", "raw_probability": 0.0297, "probability": 0.001179, "confidence_lo": 0.0, "confidence_hi": 0.001181, "uncertainty_class": "tight", "ood_score": null, "ood_flag": false, "abstained": false, "abstain_reason": null, "gateway_mode": "NORMAL", "coverage_target": 0.9, "receipt_sha256": "2b87a640aca4a35e11bb8e37b209a0ddf28d16068655f23d800d603d1fcfd7a7" }, "receipt_sha256": "2b87a640aca4a35e11bb8e37b209a0ddf28d16068655f23d800d603d1fcfd7a7" } ] }